{"id":676,"date":"2026-02-10T07:36:39","date_gmt":"2026-02-10T07:36:39","guid":{"rendered":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/?page_id=676"},"modified":"2026-07-17T11:26:29","modified_gmt":"2026-07-17T11:26:29","slug":"workshop","status":"publish","type":"page","link":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/workshop\/","title":{"rendered":"Workshop"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-page\" data-elementor-id=\"676\" class=\"elementor elementor-676\" data-elementor-post-type=\"page\">\n\t\t\t\t<div class=\"elementor-element elementor-element-3ab3b3b6 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"3ab3b3b6\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-2db7f39b elementor-widget__width-inherit elementor-invisible elementor-widget elementor-widget-heading\" data-id=\"2db7f39b\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;_animation&quot;:&quot;fadeInUp&quot;}\" data-widget_type=\"heading.default\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Workshop<\/h2>\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-ed16c01 e-con-full e-flex e-con e-parent\" data-id=\"ed16c01\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-cb22e62 elementor-widget elementor-widget-html\" data-id=\"cb22e62\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"html.default\">\n\t\t\t\t\t<!-- ==========================================================\n     KFour Metrics \u2014 \"About Us\" Banner (Particle Grid Only)\n     Elementor \"Custom HTML\" widget\n     ----------------------------------------------------------\n     HOW TO USE IN ELEMENTOR\n     1. Drag a \"Custom HTML\" (or \"HTML\") widget into an Elementor section.\n     2. Paste this entire file's contents into the widget.\n     3. Nothing to upload \u2014 no images, no slideshow, just the animated\n        particle grid background with \"About Us\" centered on top.\n     4. To change the banner height, edit the --kf-banner-height value\n        near the top of the <style> block (currently 300px).\n     ========================================================== -->\n\n<div id=\"kf-about-hero\" class=\"kf-about-hero\">\n    <div id=\"kf-about-particles\" class=\"kf-about-particles\"><\/div>\n    <div class=\"kf-about-title\">\n    <div class=\"kf-title-main\">WORKSHOP<\/div>\n    <div class=\"kf-title-tagline\">Hands-On 5-Hour on CAE in Machine Learning<\/div>\n<\/div>\n<\/div>\n\n<style>\n\n#kf-about-hero, #kf-about-hero *{\n    box-sizing:border-box;\n}\n\n.kf-about-hero{\n    --kf-banner-height: 300px; \/* change to 310px if you prefer a taller banner *\/\n\n    position:relative;\n    width:100%;\n    height:var(--kf-banner-height);\n    overflow:hidden;\n    background:#F9F9F9;\n    font-family:Arial, Helvetica, sans-serif;\n    display:flex;\n    align-items:center;\n    justify-content:center;\n}\n\n.kf-about-particles{\n    position:absolute;\n    width:100%;\n    height:100%;\n    top:0;\n    left:0;\n    z-index:1;\n}\n\n.kf-about-title{\n    position:relative;\n    z-index:10;\n    font-weight:700;\n    font-size:clamp(28px, 5vw, 56px);\n    letter-spacing:1px;\n    color:#A61C1C;\n    text-align:center;\n}\n\n.kf-title-tagline{\n    margin-top:15px;\n    font-size:22px;     \/* chinnaga *\/\n    font-weight:500;\n    color:#000000;      \/* Black *\/\n    letter-spacing:0.5px;\n}\n\n@media(max-width:600px){\n    .kf-about-hero{\n        --kf-banner-height: 220px;\n    }\n}\n\n<\/style>\n\n<script>\n\/* ==========================================================\n   particles.js \u2014 embedded inline (MIT licensed, Vincent Garreau)\n   so this widget has no external script dependency to host.\n   ========================================================== *\/\nfunction hexToRgb(e){var a=\/^#?([a-f\\d])([a-f\\d])([a-f\\d])$\/i;e=e.replace(a,function(e,a,t,i){return a+a+t+t+i+i});var t=\/^#?([a-f\\d]{2})([a-f\\d]{2})([a-f\\d]{2})$\/i.exec(e);return t?{r:parseInt(t[1],16),g:parseInt(t[2],16),b:parseInt(t[3],16)}:null}function clamp(e,a,t){return Math.min(Math.max(e,a),t)}function isInArray(e,a){return a.indexOf(e)>-1}var pJS=function(e,a){var t=document.querySelector(\"#\"+e+\" > .particles-js-canvas-el\");this.pJS={canvas:{el:t,w:t.offsetWidth,h:t.offsetHeight},particles:{number:{value:400,density:{enable:!0,value_area:800}},color:{value:\"#fff\"},shape:{type:\"circle\",stroke:{width:0,color:\"#ff0000\"},polygon:{nb_sides:5},image:{src:\"\",width:100,height:100}},opacity:{value:1,random:!1,anim:{enable:!1,speed:2,opacity_min:0,sync:!1}},size:{value:20,random:!1,anim:{enable:!1,speed:20,size_min:0,sync:!1}},line_linked:{enable:!0,distance:100,color:\"#fff\",opacity:1,width:1},move:{enable:!0,speed:2,direction:\"none\",random:!1,straight:!1,out_mode:\"out\",bounce:!1,attract:{enable:!1,rotateX:3e3,rotateY:3e3}},array:[]},interactivity:{detect_on:\"canvas\",events:{onhover:{enable:!0,mode:\"grab\"},onclick:{enable:!0,mode:\"push\"},resize:!0},modes:{grab:{distance:100,line_linked:{opacity:1}},bubble:{distance:200,size:80,duration:.4},repulse:{distance:200,duration:.4},push:{particles_nb:4},remove:{particles_nb:2}},mouse:{}},retina_detect:!1,fn:{interact:{},modes:{},vendors:{}},tmp:{}};var i=this.pJS;a&&Object.deepExtend(i,a),i.tmp.obj={size_value:i.particles.size.value,size_anim_speed:i.particles.size.anim.speed,move_speed:i.particles.move.speed,line_linked_distance:i.particles.line_linked.distance,line_linked_width:i.particles.line_linked.width,mode_grab_distance:i.interactivity.modes.grab.distance,mode_bubble_distance:i.interactivity.modes.bubble.distance,mode_bubble_size:i.interactivity.modes.bubble.size,mode_repulse_distance:i.interactivity.modes.repulse.distance},i.fn.retinaInit=function(){i.retina_detect&&window.devicePixelRatio>1?(i.canvas.pxratio=window.devicePixelRatio,i.tmp.retina=!0):(i.canvas.pxratio=1,i.tmp.retina=!1),i.canvas.w=i.canvas.el.offsetWidth*i.canvas.pxratio,i.canvas.h=i.canvas.el.offsetHeight*i.canvas.pxratio,i.particles.size.value=i.tmp.obj.size_value*i.canvas.pxratio,i.particles.size.anim.speed=i.tmp.obj.size_anim_speed*i.canvas.pxratio,i.particles.move.speed=i.tmp.obj.move_speed*i.canvas.pxratio,i.particles.line_linked.distance=i.tmp.obj.line_linked_distance*i.canvas.pxratio,i.interactivity.modes.grab.distance=i.tmp.obj.mode_grab_distance*i.canvas.pxratio,i.interactivity.modes.bubble.distance=i.tmp.obj.mode_bubble_distance*i.canvas.pxratio,i.particles.line_linked.width=i.tmp.obj.line_linked_width*i.canvas.pxratio,i.interactivity.modes.bubble.size=i.tmp.obj.mode_bubble_size*i.canvas.pxratio,i.interactivity.modes.repulse.distance=i.tmp.obj.mode_repulse_distance*i.canvas.pxratio},i.fn.canvasInit=function(){i.canvas.ctx=i.canvas.el.getContext(\"2d\")},i.fn.canvasSize=function(){i.canvas.el.width=i.canvas.w,i.canvas.el.height=i.canvas.h,i&&i.interactivity.events.resize&&window.addEventListener(\"resize\",function(){i.canvas.w=i.canvas.el.offsetWidth,i.canvas.h=i.canvas.el.offsetHeight,i.tmp.retina&&(i.canvas.w*=i.canvas.pxratio,i.canvas.h*=i.canvas.pxratio),i.canvas.el.width=i.canvas.w,i.canvas.el.height=i.canvas.h,i.particles.move.enable||(i.fn.particlesEmpty(),i.fn.particlesCreate(),i.fn.particlesDraw(),i.fn.vendors.densityAutoParticles()),i.fn.vendors.densityAutoParticles()})},i.fn.canvasPaint=function(){i.canvas.ctx.fillRect(0,0,i.canvas.w,i.canvas.h)},i.fn.canvasClear=function(){i.canvas.ctx.clearRect(0,0,i.canvas.w,i.canvas.h)},i.fn.particle=function(e,a,t){if(this.radius=(i.particles.size.random?Math.random():1)*i.particles.size.value,i.particles.size.anim.enable&&(this.size_status=!1,this.vs=i.particles.size.anim.speed\/100,i.particles.size.anim.sync||(this.vs=this.vs*Math.random())),this.x=t?t.x:Math.random()*i.canvas.w,this.y=t?t.y:Math.random()*i.canvas.h,this.x>i.canvas.w-2*this.radius?this.x=this.x-this.radius:this.x<2*this.radius&&(this.x=this.x+this.radius),this.y>i.canvas.h-2*this.radius?this.y=this.y-this.radius:this.y<2*this.radius&&(this.y=this.y+this.radius),i.particles.move.bounce&&i.fn.vendors.checkOverlap(this,t),this.color={},\"object\"==typeof e.value)if(e.value instanceof Array){var s=e.value[Math.floor(Math.random()*i.particles.color.value.length)];this.color.rgb=hexToRgb(s)}else void 0!=e.value.r&&void 0!=e.value.g&&void 0!=e.value.b&&(this.color.rgb={r:e.value.r,g:e.value.g,b:e.value.b}),void 0!=e.value.h&&void 0!=e.value.s&&void 0!=e.value.l&&(this.color.hsl={h:e.value.h,s:e.value.s,l:e.value.l});else\"random\"==e.value?this.color.rgb={r:Math.floor(256*Math.random())+0,g:Math.floor(256*Math.random())+0,b:Math.floor(256*Math.random())+0}:\"string\"==typeof e.value&&(this.color=e,this.color.rgb=hexToRgb(this.color.value));this.opacity=(i.particles.opacity.random?Math.random():1)*i.particles.opacity.value,i.particles.opacity.anim.enable&&(this.opacity_status=!1,this.vo=i.particles.opacity.anim.speed\/100,i.particles.opacity.anim.sync||(this.vo=this.vo*Math.random()));var n={};switch(i.particles.move.direction){case\"top\":n={x:0,y:-1};break;case\"top-right\":n={x:.5,y:-.5};break;case\"right\":n={x:1,y:-0};break;case\"bottom-right\":n={x:.5,y:.5};break;case\"bottom\":n={x:0,y:1};break;case\"bottom-left\":n={x:-.5,y:1};break;case\"left\":n={x:-1,y:0};break;case\"top-left\":n={x:-.5,y:-.5};break;default:n={x:0,y:0}}i.particles.move.straight?(this.vx=n.x,this.vy=n.y,i.particles.move.random&&(this.vx=this.vx*Math.random(),this.vy=this.vy*Math.random())):(this.vx=n.x+Math.random()-.5,this.vy=n.y+Math.random()-.5),this.vx_i=this.vx,this.vy_i=this.vy;var r=i.particles.shape.type;if(\"object\"==typeof r){if(r instanceof Array){var c=r[Math.floor(Math.random()*r.length)];this.shape=c}}else this.shape=r;if(\"image\"==this.shape){var o=i.particles.shape;this.img={src:o.image.src,ratio:o.image.width\/o.image.height},this.img.ratio||(this.img.ratio=1),\"svg\"==i.tmp.img_type&&void 0!=i.tmp.source_svg&&(i.fn.vendors.createSvgImg(this),i.tmp.pushing&&(this.img.loaded=!1))}},i.fn.particle.prototype.draw=function(){function e(){i.canvas.ctx.drawImage(r,a.x-t,a.y-t,2*t,2*t\/a.img.ratio)}var a=this;if(void 0!=a.radius_bubble)var t=a.radius_bubble;else var t=a.radius;if(void 0!=a.opacity_bubble)var s=a.opacity_bubble;else var s=a.opacity;if(a.color.rgb)var n=\"rgba(\"+a.color.rgb.r+\",\"+a.color.rgb.g+\",\"+a.color.rgb.b+\",\"+s+\")\";else var n=\"hsla(\"+a.color.hsl.h+\",\"+a.color.hsl.s+\"%,\"+a.color.hsl.l+\"%,\"+s+\")\";switch(i.canvas.ctx.fillStyle=n,i.canvas.ctx.beginPath(),a.shape){case\"circle\":i.canvas.ctx.arc(a.x,a.y,t,0,2*Math.PI,!1);break;case\"edge\":i.canvas.ctx.rect(a.x-t,a.y-t,2*t,2*t);break;case\"triangle\":i.fn.vendors.drawShape(i.canvas.ctx,a.x-t,a.y+t\/1.66,2*t,3,2);break;case\"polygon\":i.fn.vendors.drawShape(i.canvas.ctx,a.x-t\/(i.particles.shape.polygon.nb_sides\/3.5),a.y-t\/.76,2.66*t\/(i.particles.shape.polygon.nb_sides\/3),i.particles.shape.polygon.nb_sides,1);break;case\"star\":i.fn.vendors.drawShape(i.canvas.ctx,a.x-2*t\/(i.particles.shape.polygon.nb_sides\/4),a.y-t\/1.52,2*t*2.66\/(i.particles.shape.polygon.nb_sides\/3),i.particles.shape.polygon.nb_sides,2);break;case\"image\":if(\"svg\"==i.tmp.img_type)var r=a.img.obj;else var r=i.tmp.img_obj;r&&e()}i.canvas.ctx.closePath(),i.particles.shape.stroke.width>0&&(i.canvas.ctx.strokeStyle=i.particles.shape.stroke.color,i.canvas.ctx.lineWidth=i.particles.shape.stroke.width,i.canvas.ctx.stroke()),i.canvas.ctx.fill()},i.fn.particlesCreate=function(){for(var e=0;e<i.particles.number.value;e++)i.particles.array.push(new i.fn.particle(i.particles.color,i.particles.opacity.value))},i.fn.particlesUpdate=function(){for(var e=0;e<i.particles.array.length;e++){var a=i.particles.array[e];if(i.particles.move.enable){var t=i.particles.move.speed\/2;a.x+=a.vx*t,a.y+=a.vy*t}if(i.particles.opacity.anim.enable&&(1==a.opacity_status?(a.opacity>=i.particles.opacity.value&&(a.opacity_status=!1),a.opacity+=a.vo):(a.opacity<=i.particles.opacity.anim.opacity_min&&(a.opacity_status=!0),a.opacity-=a.vo),a.opacity<0&&(a.opacity=0)),i.particles.size.anim.enable&&(1==a.size_status?(a.radius>=i.particles.size.value&&(a.size_status=!1),a.radius+=a.vs):(a.radius<=i.particles.size.anim.size_min&&(a.size_status=!0),a.radius-=a.vs),a.radius<0&&(a.radius=0)),\"bounce\"==i.particles.move.out_mode)var s={x_left:a.radius,x_right:i.canvas.w,y_top:a.radius,y_bottom:i.canvas.h};else var s={x_left:-a.radius,x_right:i.canvas.w+a.radius,y_top:-a.radius,y_bottom:i.canvas.h+a.radius};switch(a.x-a.radius>i.canvas.w?(a.x=s.x_left,a.y=Math.random()*i.canvas.h):a.x+a.radius<0&&(a.x=s.x_right,a.y=Math.random()*i.canvas.h),a.y-a.radius>i.canvas.h?(a.y=s.y_top,a.x=Math.random()*i.canvas.w):a.y+a.radius<0&&(a.y=s.y_bottom,a.x=Math.random()*i.canvas.w),i.particles.move.out_mode){case\"bounce\":a.x+a.radius>i.canvas.w?a.vx=-a.vx:a.x-a.radius<0&&(a.vx=-a.vx),a.y+a.radius>i.canvas.h?a.vy=-a.vy:a.y-a.radius<0&&(a.vy=-a.vy)}if(isInArray(\"grab\",i.interactivity.events.onhover.mode)&&i.fn.modes.grabParticle(a),(isInArray(\"bubble\",i.interactivity.events.onhover.mode)||isInArray(\"bubble\",i.interactivity.events.onclick.mode))&&i.fn.modes.bubbleParticle(a),(isInArray(\"repulse\",i.interactivity.events.onhover.mode)||isInArray(\"repulse\",i.interactivity.events.onclick.mode))&&i.fn.modes.repulseParticle(a),i.particles.line_linked.enable||i.particles.move.attract.enable)for(var n=e+1;n<i.particles.array.length;n++){var r=i.particles.array[n];i.particles.line_linked.enable&&i.fn.interact.linkParticles(a,r),i.particles.move.attract.enable&&i.fn.interact.attractParticles(a,r),i.particles.move.bounce&&i.fn.interact.bounceParticles(a,r)}}},i.fn.particlesDraw=function(){i.canvas.ctx.clearRect(0,0,i.canvas.w,i.canvas.h),i.fn.particlesUpdate();for(var e=0;e<i.particles.array.length;e++){var a=i.particles.array[e];a.draw()}},i.fn.particlesEmpty=function(){i.particles.array=[]},i.fn.particlesRefresh=function(){cancelRequestAnimFrame(i.fn.checkAnimFrame),cancelRequestAnimFrame(i.fn.drawAnimFrame),i.tmp.source_svg=void 0,i.tmp.img_obj=void 0,i.tmp.count_svg=0,i.fn.particlesEmpty(),i.fn.canvasClear(),i.fn.vendors.start()},i.fn.interact.linkParticles=function(e,a){var t=e.x-a.x,s=e.y-a.y,n=Math.sqrt(t*t+s*s);if(n<=i.particles.line_linked.distance){var r=i.particles.line_linked.opacity-n\/(1\/i.particles.line_linked.opacity)\/i.particles.line_linked.distance;if(r>0){var c=i.particles.line_linked.color_rgb_line;i.canvas.ctx.strokeStyle=\"rgba(\"+c.r+\",\"+c.g+\",\"+c.b+\",\"+r+\")\",i.canvas.ctx.lineWidth=i.particles.line_linked.width,i.canvas.ctx.beginPath(),i.canvas.ctx.moveTo(e.x,e.y),i.canvas.ctx.lineTo(a.x,a.y),i.canvas.ctx.stroke(),i.canvas.ctx.closePath()}}},i.fn.interact.attractParticles=function(e,a){var t=e.x-a.x,s=e.y-a.y,n=Math.sqrt(t*t+s*s);if(n<=i.particles.line_linked.distance){var r=t\/(1e3*i.particles.move.attract.rotateX),c=s\/(1e3*i.particles.move.attract.rotateY);e.vx-=r,e.vy-=c,a.vx+=r,a.vy+=c}},i.fn.interact.bounceParticles=function(e,a){var t=e.x-a.x,i=e.y-a.y,s=Math.sqrt(t*t+i*i),n=e.radius+a.radius;n>=s&&(e.vx=-e.vx,e.vy=-e.vy,a.vx=-a.vx,a.vy=-a.vy)},i.fn.modes.pushParticles=function(e,a){i.tmp.pushing=!0;for(var t=0;e>t;t++)i.particles.array.push(new i.fn.particle(i.particles.color,i.particles.opacity.value,{x:a?a.pos_x:Math.random()*i.canvas.w,y:a?a.pos_y:Math.random()*i.canvas.h})),t==e-1&&(i.particles.move.enable||i.fn.particlesDraw(),i.tmp.pushing=!1)},i.fn.modes.removeParticles=function(e){i.particles.array.splice(0,e),i.particles.move.enable||i.fn.particlesDraw()},i.fn.modes.bubbleParticle=function(e){function a(){e.opacity_bubble=e.opacity,e.radius_bubble=e.radius}function t(a,t,s,n,c){if(a!=t)if(i.tmp.bubble_duration_end){if(void 0!=s){var o=n-p*(n-a)\/i.interactivity.modes.bubble.duration,l=a-o;d=a+l,\"size\"==c&&(e.radius_bubble=d),\"opacity\"==c&&(e.opacity_bubble=d)}}else if(r<=i.interactivity.modes.bubble.distance){if(void 0!=s)var v=s;else var v=n;if(v!=a){var d=n-p*(n-a)\/i.interactivity.modes.bubble.duration;\"size\"==c&&(e.radius_bubble=d),\"opacity\"==c&&(e.opacity_bubble=d)}}else\"size\"==c&&(e.radius_bubble=void 0),\"opacity\"==c&&(e.opacity_bubble=void 0)}if(i.interactivity.events.onhover.enable&&isInArray(\"bubble\",i.interactivity.events.onhover.mode)){var s=e.x-i.interactivity.mouse.pos_x,n=e.y-i.interactivity.mouse.pos_y,r=Math.sqrt(s*s+n*n),c=1-r\/i.interactivity.modes.bubble.distance;if(r<=i.interactivity.modes.bubble.distance){if(c>=0&&\"mousemove\"==i.interactivity.status){if(i.interactivity.modes.bubble.size!=i.particles.size.value)if(i.interactivity.modes.bubble.size>i.particles.size.value){var o=e.radius+i.interactivity.modes.bubble.size*c;o>=0&&(e.radius_bubble=o)}else{var l=e.radius-i.interactivity.modes.bubble.size,o=e.radius-l*c;o>0?e.radius_bubble=o:e.radius_bubble=0}if(i.interactivity.modes.bubble.opacity!=i.particles.opacity.value)if(i.interactivity.modes.bubble.opacity>i.particles.opacity.value){var v=i.interactivity.modes.bubble.opacity*c;v>e.opacity&&v<=i.interactivity.modes.bubble.opacity&&(e.opacity_bubble=v)}else{var v=e.opacity-(i.particles.opacity.value-i.interactivity.modes.bubble.opacity)*c;v<e.opacity&&v>=i.interactivity.modes.bubble.opacity&&(e.opacity_bubble=v)}}}else a();\"mouseleave\"==i.interactivity.status&&a()}else if(i.interactivity.events.onclick.enable&&isInArray(\"bubble\",i.interactivity.events.onclick.mode)){if(i.tmp.bubble_clicking){var s=e.x-i.interactivity.mouse.click_pos_x,n=e.y-i.interactivity.mouse.click_pos_y,r=Math.sqrt(s*s+n*n),p=((new Date).getTime()-i.interactivity.mouse.click_time)\/1e3;p>i.interactivity.modes.bubble.duration&&(i.tmp.bubble_duration_end=!0),p>2*i.interactivity.modes.bubble.duration&&(i.tmp.bubble_clicking=!1,i.tmp.bubble_duration_end=!1)}i.tmp.bubble_clicking&&(t(i.interactivity.modes.bubble.size,i.particles.size.value,e.radius_bubble,e.radius,\"size\"),t(i.interactivity.modes.bubble.opacity,i.particles.opacity.value,e.opacity_bubble,e.opacity,\"opacity\"))}},i.fn.modes.repulseParticle=function(e){function a(){var a=Math.atan2(d,p);if(e.vx=u*Math.cos(a),e.vy=u*Math.sin(a),\"bounce\"==i.particles.move.out_mode){var t={x:e.x+e.vx,y:e.y+e.vy};t.x+e.radius>i.canvas.w?e.vx=-e.vx:t.x-e.radius<0&&(e.vx=-e.vx),t.y+e.radius>i.canvas.h?e.vy=-e.vy:t.y-e.radius<0&&(e.vy=-e.vy)}}if(i.interactivity.events.onhover.enable&&isInArray(\"repulse\",i.interactivity.events.onhover.mode)&&\"mousemove\"==i.interactivity.status){var t=e.x-i.interactivity.mouse.pos_x,s=e.y-i.interactivity.mouse.pos_y,n=Math.sqrt(t*t+s*s),r={x:t\/n,y:s\/n},c=i.interactivity.modes.repulse.distance,o=100,l=clamp(1\/c*(-1*Math.pow(n\/c,2)+1)*c*o,0,50),v={x:e.x+r.x*l,y:e.y+r.y*l};\"bounce\"==i.particles.move.out_mode?(v.x-e.radius>0&&v.x+e.radius<i.canvas.w&&(e.x=v.x),v.y-e.radius>0&&v.y+e.radius<i.canvas.h&&(e.y=v.y)):(e.x=v.x,e.y=v.y)}else if(i.interactivity.events.onclick.enable&&isInArray(\"repulse\",i.interactivity.events.onclick.mode))if(i.tmp.repulse_finish||(i.tmp.repulse_count++,i.tmp.repulse_count==i.particles.array.length&&(i.tmp.repulse_finish=!0)),i.tmp.repulse_clicking){var c=Math.pow(i.interactivity.modes.repulse.distance\/6,3),p=i.interactivity.mouse.click_pos_x-e.x,d=i.interactivity.mouse.click_pos_y-e.y,m=p*p+d*d,u=-c\/m*1;c>=m&&a()}else 0==i.tmp.repulse_clicking&&(e.vx=e.vx_i,e.vy=e.vy_i)},i.fn.modes.grabParticle=function(e){if(i.interactivity.events.onhover.enable&&\"mousemove\"==i.interactivity.status){var a=e.x-i.interactivity.mouse.pos_x,t=e.y-i.interactivity.mouse.pos_y,s=Math.sqrt(a*a+t*t);if(s<=i.interactivity.modes.grab.distance){var n=i.interactivity.modes.grab.line_linked.opacity-s\/(1\/i.interactivity.modes.grab.line_linked.opacity)\/i.interactivity.modes.grab.distance;if(n>0){var r=i.particles.line_linked.color_rgb_line;i.canvas.ctx.strokeStyle=\"rgba(\"+r.r+\",\"+r.g+\",\"+r.b+\",\"+n+\")\",i.canvas.ctx.lineWidth=i.particles.line_linked.width,i.canvas.ctx.beginPath(),i.canvas.ctx.moveTo(e.x,e.y),i.canvas.ctx.lineTo(i.interactivity.mouse.pos_x,i.interactivity.mouse.pos_y),i.canvas.ctx.stroke(),i.canvas.ctx.closePath()}}}},i.fn.vendors.eventsListeners=function(){\"window\"==i.interactivity.detect_on?i.interactivity.el=window:i.interactivity.el=i.canvas.el,(i.interactivity.events.onhover.enable||i.interactivity.events.onclick.enable)&&(i.interactivity.el.addEventListener(\"mousemove\",function(e){if(i.interactivity.el==window)var a=e.clientX,t=e.clientY;else var a=e.offsetX||e.clientX,t=e.offsetY||e.clientY;i.interactivity.mouse.pos_x=a,i.interactivity.mouse.pos_y=t,i.tmp.retina&&(i.interactivity.mouse.pos_x*=i.canvas.pxratio,i.interactivity.mouse.pos_y*=i.canvas.pxratio),i.interactivity.status=\"mousemove\"}),i.interactivity.el.addEventListener(\"mouseleave\",function(e){i.interactivity.mouse.pos_x=null,i.interactivity.mouse.pos_y=null,i.interactivity.status=\"mouseleave\"})),i.interactivity.events.onclick.enable&&i.interactivity.el.addEventListener(\"click\",function(){if(i.interactivity.mouse.click_pos_x=i.interactivity.mouse.pos_x,i.interactivity.mouse.click_pos_y=i.interactivity.mouse.pos_y,i.interactivity.mouse.click_time=(new Date).getTime(),i.interactivity.events.onclick.enable)switch(i.interactivity.events.onclick.mode){case\"push\":i.particles.move.enable?i.fn.modes.pushParticles(i.interactivity.modes.push.particles_nb,i.interactivity.mouse):1==i.interactivity.modes.push.particles_nb?i.fn.modes.pushParticles(i.interactivity.modes.push.particles_nb,i.interactivity.mouse):i.interactivity.modes.push.particles_nb>1&&i.fn.modes.pushParticles(i.interactivity.modes.push.particles_nb);break;case\"remove\":i.fn.modes.removeParticles(i.interactivity.modes.remove.particles_nb);break;case\"bubble\":i.tmp.bubble_clicking=!0;break;case\"repulse\":i.tmp.repulse_clicking=!0,i.tmp.repulse_count=0,i.tmp.repulse_finish=!1,setTimeout(function(){i.tmp.repulse_clicking=!1},1e3*i.interactivity.modes.repulse.duration)}})},i.fn.vendors.densityAutoParticles=function(){if(i.particles.number.density.enable){var e=i.canvas.el.width*i.canvas.el.height\/1e3;i.tmp.retina&&(e\/=2*i.canvas.pxratio);var a=e*i.particles.number.value\/i.particles.number.density.value_area,t=i.particles.array.length-a;0>t?i.fn.modes.pushParticles(Math.abs(t)):i.fn.modes.removeParticles(t)}},i.fn.vendors.checkOverlap=function(e,a){for(var t=0;t<i.particles.array.length;t++){var s=i.particles.array[t],n=e.x-s.x,r=e.y-s.y,c=Math.sqrt(n*n+r*r);c<=e.radius+s.radius&&(e.x=a?a.x:Math.random()*i.canvas.w,e.y=a?a.y:Math.random()*i.canvas.h,i.fn.vendors.checkOverlap(e))}},i.fn.vendors.createSvgImg=function(e){var a=i.tmp.source_svg,t=\/#([0-9A-F]{3,6})\/gi,s=a.replace(t,function(a,t,i,s){if(e.color.rgb)var n=\"rgba(\"+e.color.rgb.r+\",\"+e.color.rgb.g+\",\"+e.color.rgb.b+\",\"+e.opacity+\")\";else var n=\"hsla(\"+e.color.hsl.h+\",\"+e.color.hsl.s+\"%,\"+e.color.hsl.l+\"%,\"+e.opacity+\")\";return n}),n=new Blob([s],{type:\"image\/svg+xml;charset=utf-8\"}),r=window.URL||window.webkitURL||window,c=r.createObjectURL(n),o=new Image;o.addEventListener(\"load\",function(){e.img.obj=o,e.img.loaded=!0,r.revokeObjectURL(c),i.tmp.count_svg++}),o.src=c},i.fn.vendors.destroypJS=function(){cancelAnimationFrame(i.fn.drawAnimFrame),t.remove(),pJSDom=null},i.fn.vendors.drawShape=function(e,a,t,i,s,n){var r=s*n,c=s\/n,o=180*(c-2)\/c,l=Math.PI-Math.PI*o\/180;e.save(),e.beginPath(),e.translate(a,t),e.moveTo(0,0);for(var v=0;r>v;v++)e.lineTo(i,0),e.translate(i,0),e.rotate(l);e.fill(),e.restore()},i.fn.vendors.exportImg=function(){window.open(i.canvas.el.toDataURL(\"image\/png\"),\"_blank\")},i.fn.vendors.loadImg=function(e){if(i.tmp.img_error=void 0,\"\"!=i.particles.shape.image.src)if(\"svg\"==e){var a=new XMLHttpRequest;a.open(\"GET\",i.particles.shape.image.src),a.onreadystatechange=function(e){4==a.readyState&&(200==a.status?(i.tmp.source_svg=e.currentTarget.response,i.fn.vendors.checkBeforeDraw()):(console.log(\"Error pJS - Image not found\"),i.tmp.img_error=!0))},a.send()}else{var t=new Image;t.addEventListener(\"load\",function(){i.tmp.img_obj=t,i.fn.vendors.checkBeforeDraw()}),t.src=i.particles.shape.image.src}else console.log(\"Error pJS - No image.src\"),i.tmp.img_error=!0},i.fn.vendors.draw=function(){\"image\"==i.particles.shape.type?\"svg\"==i.tmp.img_type?i.tmp.count_svg>=i.particles.number.value?(i.fn.particlesDraw(),i.particles.move.enable?i.fn.drawAnimFrame=requestAnimFrame(i.fn.vendors.draw):cancelRequestAnimFrame(i.fn.drawAnimFrame)):i.tmp.img_error||(i.fn.drawAnimFrame=requestAnimFrame(i.fn.vendors.draw)):void 0!=i.tmp.img_obj?(i.fn.particlesDraw(),i.particles.move.enable?i.fn.drawAnimFrame=requestAnimFrame(i.fn.vendors.draw):cancelRequestAnimFrame(i.fn.drawAnimFrame)):i.tmp.img_error||(i.fn.drawAnimFrame=requestAnimFrame(i.fn.vendors.draw)):(i.fn.particlesDraw(),i.particles.move.enable?i.fn.drawAnimFrame=requestAnimFrame(i.fn.vendors.draw):cancelRequestAnimFrame(i.fn.drawAnimFrame))},i.fn.vendors.checkBeforeDraw=function(){\"image\"==i.particles.shape.type?\"svg\"==i.tmp.img_type&&void 0==i.tmp.source_svg?i.tmp.checkAnimFrame=requestAnimFrame(check):(cancelRequestAnimFrame(i.tmp.checkAnimFrame),i.tmp.img_error||(i.fn.vendors.init(),i.fn.vendors.draw())):(i.fn.vendors.init(),i.fn.vendors.draw())},i.fn.vendors.init=function(){i.fn.retinaInit(),i.fn.canvasInit(),i.fn.canvasSize(),i.fn.canvasPaint(),i.fn.particlesCreate(),i.fn.vendors.densityAutoParticles(),i.particles.line_linked.color_rgb_line=hexToRgb(i.particles.line_linked.color)},i.fn.vendors.start=function(){isInArray(\"image\",i.particles.shape.type)?(i.tmp.img_type=i.particles.shape.image.src.substr(i.particles.shape.image.src.length-3),i.fn.vendors.loadImg(i.tmp.img_type)):i.fn.vendors.checkBeforeDraw()},i.fn.vendors.eventsListeners(),i.fn.vendors.start()};Object.deepExtend=function(e,a){for(var t in a)a[t]&&a[t].constructor&&a[t].constructor===Object?(e[t]=e[t]||{},arguments.callee(e[t],a[t])):e[t]=a[t];return e},window.requestAnimFrame=function(){return window.requestAnimationFrame||window.webkitRequestAnimationFrame||window.mozRequestAnimationFrame||window.oRequestAnimationFrame||window.msRequestAnimationFrame||function(e){window.setTimeout(e,1e3\/60)}}(),window.cancelRequestAnimFrame=function(){return window.cancelAnimationFrame||window.webkitCancelRequestAnimationFrame||window.mozCancelRequestAnimationFrame||window.oCancelRequestAnimationFrame||window.msCancelRequestAnimationFrame||clearTimeout}(),window.pJSDom=[],window.particlesJS=function(e,a){\"string\"!=typeof e&&(a=e,e=\"particles-js\"),e||(e=\"particles-js\");var t=document.getElementById(e),i=\"particles-js-canvas-el\",s=t.getElementsByClassName(i);if(s.length)for(;s.length>0;)t.removeChild(s[0]);var n=document.createElement(\"canvas\");n.className=i,n.style.width=\"100%\",n.style.height=\"100%\";var r=document.getElementById(e).appendChild(n);null!=r&&pJSDom.push(new pJS(e,a))},window.particlesJS.load=function(e,a,t){var i=new XMLHttpRequest;i.open(\"GET\",a),i.onreadystatechange=function(a){if(4==i.readyState)if(200==i.status){var s=JSON.parse(a.currentTarget.response);window.particlesJS(e,s),t&&t()}else console.log(\"Error pJS - XMLHttpRequest status: \"+i.status),console.log(\"Error pJS - File config not found\")},i.send()};\n<\/script>\n\n<script>\n(function(){\n\nparticlesJS(\"kf-about-particles\", {\n\n    particles: {\n        number: {\n            value: 100,\n            density: { enable: true, value_area: 800 }\n        },\n        color: { value: \"#000000\" },\n        shape: { type: \"circle\" },\n        opacity: { value: 0.7, random: false },\n        size: { value: 3, random: true },\n        line_linked: {\n            enable: true,\n            distance: 150,\n            color: \"#000000\",\n            opacity: 0.65,\n            width: 1\n        },\n        move: {\n            enable: true,\n            speed: 1.5,\n            direction: \"none\",\n            random: false,\n            straight: false,\n            out_mode: \"out\"\n        }\n    },\n\n    interactivity: {\n        detect_on: \"canvas\",\n        events: {\n            onhover: { enable: true, mode: \"repulse\" },\n            onclick: { enable: true, mode: \"push\" },\n            resize: true\n        },\n        modes: {\n            repulse: { distance: 180, duration: 0.4 },\n            push: { particles_nb: 4 }\n        }\n    },\n\n    retina_detect: true\n\n});\n\n\/* Lighten particle count on small screens for smoother mobile performance *\/\nif (window.innerWidth <= 600 && window.pJSDom && window.pJSDom.length) {\n    var pjs = window.pJSDom[window.pJSDom.length - 1].pJS;\n    pjs.particles.number.value = 45;\n    pjs.fn.particlesEmpty();\n    pjs.fn.particlesCreate();\n    pjs.fn.particlesRefresh && pjs.fn.particlesRefresh();\n}\n\n})();\n<\/script>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-2064316 elementor-hidden-desktop elementor-hidden-tablet elementor-hidden-mobile e-flex e-con-boxed e-con e-parent\" data-id=\"2064316\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t<div class=\"elementor-element elementor-element-5be09ab elementor-grid-1 elementor-grid-tablet-2 elementor-grid-mobile-1 elementor-posts--thumbnail-top elementor-card-shadow-yes elementor-posts__hover-gradient elementor-widget elementor-widget-posts\" data-id=\"5be09ab\" data-element_type=\"widget\" data-e-type=\"widget\" data-settings=\"{&quot;cards_columns&quot;:&quot;1&quot;,&quot;cards_columns_tablet&quot;:&quot;2&quot;,&quot;cards_columns_mobile&quot;:&quot;1&quot;,&quot;cards_row_gap&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:35,&quot;sizes&quot;:[]},&quot;cards_row_gap_tablet&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]},&quot;cards_row_gap_mobile&quot;:{&quot;unit&quot;:&quot;px&quot;,&quot;size&quot;:&quot;&quot;,&quot;sizes&quot;:[]}}\" data-widget_type=\"posts.cards\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-posts-container elementor-posts elementor-posts--skin-cards elementor-grid\" role=\"list\">\n\t\t\t\t<article class=\"elementor-post elementor-grid-item post-1070 post type-post status-publish format-standard hentry category-workshop\" role=\"listitem\">\n\t\t\t<div class=\"elementor-post__card\">\n\t\t\t\t<div class=\"elementor-post__text\">\n\t\t\t\t<h3 class=\"elementor-post__title\">\n\t\t\t<a href=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/hands-on-5-hour-workshop-on-cae-in-machine-learning\/\" >\n\t\t\t\tHands-on 5-Hour Workshop on &#8220;CAE in Machine Learning&#8221;\t\t\t<\/a>\n\t\t<\/h3>\n\t\t\n\t\t<a class=\"elementor-post__read-more\" href=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/hands-on-5-hour-workshop-on-cae-in-machine-learning\/\" aria-label=\"Read more about Hands-on 5-Hour Workshop on &#8220;CAE in Machine Learning&#8221;\" tabindex=\"-1\" >\n\t\t\tRead More \u00bb\t\t<\/a>\n\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/article>\n\t\t\t\t<\/div>\n\t\t\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-5a46a3f e-flex e-con-boxed e-con e-parent\" data-id=\"5a46a3f\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t<div class=\"elementor-element elementor-element-2c99ba8 e-con-full e-grid e-con e-child\" data-id=\"2c99ba8\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t<div class=\"elementor-element elementor-element-96c59f6 elementor-widget__width-initial elementor-widget elementor-widget-image\" data-id=\"96c59f6\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"791\" height=\"1024\" src=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-791x1024.png\" class=\"attachment-large size-large wp-image-1074\" alt=\"\" srcset=\"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-791x1024.png 791w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-232x300.png 232w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-768x994.png 768w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2-1187x1536.png 1187w, https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-content\/uploads\/2026\/03\/2.png 1545w\" sizes=\"(max-width: 791px) 100vw, 791px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d7d78cc elementor-widget__width-initial elementor-widget elementor-widget-text-editor\" data-id=\"d7d78cc\" data-element_type=\"widget\" data-e-type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t\t\t\t\t\t<p data-olk-copy-source=\"MessageBody\">This workshop is designed for engineering students to understand how AI\/ML tools can be used to improve simulation and modeling accuracy.<\/p><p>Participants will learn to:<\/p><ul><li>Design and analyze experiments using modern techniques such as Latin Hypercube Sampling, sliced designs, adaptive design, and Bayesian sampling<br \/><br \/><\/li><li>Build fast and accurate surrogate models for complex simulations using Gaussian processes and other machine learning methods<br \/><br \/><\/li><li>Perform uncertainty propagation, sensitivity analysis, and statistical calibration \u2013 key skills required in the industry for robust engineering decision-making<br \/><br \/><\/li><li>Software will be provided during the workshop, and participants will be able to continue using the tool for 7 days after the workshop.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t<div class=\"elementor-element elementor-element-d410e89 e-flex e-con-boxed e-con e-parent\" data-id=\"d410e89\" data-element_type=\"container\" data-e-type=\"container\">\n\t\t\t\t\t<div class=\"e-con-inner\">\n\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"","protected":false},"author":1,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":{"footnotes":""},"class_list":["post-676","page","type-page","status-publish","hentry"],"_links":{"self":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/pages\/676","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/comments?post=676"}],"version-history":[{"count":38,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/pages\/676\/revisions"}],"predecessor-version":[{"id":1568,"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/pages\/676\/revisions\/1568"}],"wp:attachment":[{"href":"https:\/\/wp26.highladder.in\/02\/kfourmetrics\/wp-json\/wp\/v2\/media?parent=676"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}