[{"data":1,"prerenderedAt":567},["ShallowReactive",2],{"nova_settings":3,"news-high-throughput-solid-microsampling-through-stochastic-robotic-automation":43,"nova_blocks_header":121,"nova_blocks_footer":452,"related-news-high-throughput-solid-microsampling-through-stochastic-robotic-automation":491,"i-material-symbols:menu":557,"i-material-symbols:keyboard-arrow-down":561,"i-material-symbols:person":563,"i-material-symbols:search":565},{"id":4,"user_created":5,"date_created":6,"user_updated":7,"date_updated":8,"example_solution_flex_light":9,"example_solution_flex_dark":12,"example_solution_swing_light":15,"example_solution_swing_dark":18,"example_solution_flexshuttle_light":21,"example_solution_flexshuttle_dark":24,"flex_module_light":27,"flex_module_dark":28,"tools_light":29,"tools_dark":32,"news":33,"news_single_page":36,"events":39,"events_single_page":42},1,"d42c9391-fa2d-4f14-ac19-e7b5ab24bd3a","2025-09-18T11:54:04.000Z","fa41fac3-5e7d-4734-9be7-2367112eb875","2025-09-29T07:46:28.000Z",{"id":10,"title":11},"a37fca0f-19b9-4548-b1ed-be66eaa7ff31","Chemspeed Example Solutions – Automation in Action",{"id":13,"title":14},"67c85d9d-0c1e-4912-a8e0-cf2b05ec431a","Example Solutions Overview - Chemspeed Laboratory Automation Applications and Configurations",{"id":16,"title":17},"542f7e9e-4a3f-40ed-9c30-91bcb5ad6db8","SWING Platform based Scalable Lab Automation Solutions",{"id":19,"title":20},"c8d0175f-695a-4aa1-8d5e-277c53aa0778","SWING Example Solution Dark Configuration - Advanced Automated Synthesis Platform Setup",{"id":22,"title":23},"26fb7e48-4eb1-4e62-b3cd-088386845a96","Scalable Connected Lab Automation Example (FLEXSHUTTLE)",{"id":25,"title":26},"65202007-6f2b-434b-b293-de99f70c7816","FLEXSHUTTLE Example Solution Dark Configuration - Automated Sample Transport Platform",{"id":10,"title":11},{"id":13,"title":14},{"id":30,"title":31},"5ffdb292-ec47-4774-a413-76cb06835b34","Chemspeed Default Logo Blue Bg",{"id":30,"title":31},{"id":34,"title":35},"696fd543-bfdb-45e2-bcdd-8f3a47caf257","News Picture 1 1 V2",{"id":37,"title":38},"22d85ab9-6f8d-4238-adc6-acaf96c60e93","News Picture Generic",{"id":40,"title":41},"f27df6d7-2773-4f78-861c-317c4ecd3bac","Chemspeed Event's",{"id":40,"title":41},{"id":44,"featured_news":45,"news_type":46,"title":47,"url":48,"content":49,"content_editor":50,"target_date":98,"seo":49,"picture":49,"industry":99,"workflow":111},14033,true,"customer_news","High-throughput solid microsampling through stochastic robotic automation ","high-throughput-solid-microsampling-through-stochastic-robotic-automation",null,{"time":51,"blocks":52,"version":97},1779876670890,[53,61,67,73,79,85,91],{"id":54,"type":55,"data":56,"tunes":58},"mx-GUArKbJ","paragraph",{"text":57},"ResearchSquare",{"alignment":59},{"alignment":60},"left",{"id":62,"type":55,"data":63,"tunes":65},"DxBtjIawPE",{"text":64},"Solid sampling at the sub-milligram and milligram scale remains a major bottleneck for high-throughput chemistry or material sciences, as existing approaches rely on manual handling or slow deterministic microsampling that do not readily scale. Here we present STORMS, an automated STOchastic Robotic MicroSampling system that enables fast, reliable and parallel sampling of solid materials at sub-milligram and milligram masses. Rather than attempting deterministic mass control, STORMS leverages stochastic sampling combined with robotic automation, and glass encapsulation to achieve statistically robust and reproducible sample collection. We show that this approach delivers high precision and throughput across a range of solid materials, while supporting straightforward parallelization thanks to encapsulation and minimal operator intervention. Benchmarking against conventional sampling workflows demonstrates substantial gains in speed and reproducibility. By decoupling sampling reliability from deterministic mass control, STORMS establishes stochastic microsampling as a general and scalable strategy for solid analysis at the sub-milligram and milligram scale.",{"alignment":66},{"alignment":60},{"id":68,"type":55,"data":69,"tunes":71},"BISU0oa1o0",{"text":70},"For details: ",{"alignment":72},{"alignment":60},{"id":74,"type":55,"data":75,"tunes":77},"h_w4Gk6DQO",{"text":76},"High-throughput solid microsampling through stochastic robotic automation",{"alignment":78},{"alignment":60},{"id":80,"type":55,"data":81,"tunes":83},"_5X3aXOhPW",{"text":82},"Adam Lisowski 1, Henryk Żołnowski 2, Keyan Villat 2, Alec Schmidt 2, Edy Mariano 2, Jean-Charles Cousty 2, Jérôme Guérin 3, Ashley Stark 3, Frédéric Vasserot 3, Achim Ammon 4, David Gueller 4, Florian de Nanteuil 5, Jean-Jacques Schwartz 3, Mathias Cherbuin 4, Marc Kunze 1, Giuseppe Costanzo 1, Pascal Miéville 2",{"alignment":84},{"alignment":60},{"id":86,"type":55,"data":87,"tunes":89},"Cep0lSF8og",{"text":88},"1. HEIG-VD, Yverdon-les-bains, Switzerland \u003Cbr>2. Swiss Cat+ West Hub, SB-ISIC, Ecole Polytechnique Fédérale de Lausanne EPFL, Switzerland \u003Cbr>3. Dietrich Engineering Consulting SA, Ecublens, Switzerland \u003Cbr>4. Chemspeed AG, Fuellinsdorf, BL, Switzerland \u003Cbr>5. DSM-Firmenich, Meyrin, Switzerland",{"alignment":90},{"alignment":60},{"id":92,"type":55,"data":93,"tunes":95},"267LVkqyK3",{"text":94},"ResearchSquare\u003Cbr>https://www.researchsquare.com/article/rs-9518877/v1",{"alignment":96},{"alignment":60},"2.31.2","2026-07-14",[100,102,105,108],{"id":101,"news_id":44,"industry_id":4},1316,{"id":103,"news_id":44,"industry_id":104},1317,2,{"id":106,"news_id":44,"industry_id":107},1318,3,{"id":109,"news_id":44,"industry_id":110},1319,9,[112,115,117,119],{"id":113,"news_id":44,"workflow_id":114},1280,8,{"id":116,"news_id":44,"workflow_id":4},1281,{"id":118,"news_id":44,"workflow_id":104},1282,{"id":120,"news_id":44,"workflow_id":107},1283,{"id":4,"sort":49,"user_created":5,"date_created":122,"user_updated":123,"date_updated":124,"internal_name":125,"header_presentation":49,"cta_text":49,"cta_link":49,"preview":126,"items":127},"2025-07-03T09:39:06.000Z","8d672dd2-d868-4f56-92fe-c0df550fab0a","2026-06-04T06:31:46.000Z","Default Header","42627e3f-7447-4f40-8aa6-1aedfb54c7f6",[128,211,323,367,404,448],{"item":129},{"title":130,"style":131,"items":132},"Portfolio","double",[133,189],{"nova_blocks_header_submenu_items_id":134},{"title":135,"items":136},"Scalable Automation",[137,143,149,155,162,169,176,183],{"sort":4,"item":138},{"page_title":139,"slug":140,"menu_description":141,"menu_icon":142},"Benchtop Solutions","benchtop-crystal","Space-Saving, High-Impact","breakfast_dining",{"sort":104,"item":144},{"page_title":145,"slug":146,"menu_description":147,"menu_icon":148},"Configurable Solutions","configurable-solutions","Tailored for Your Workflow","edit_square",{"sort":107,"item":150},{"page_title":151,"slug":152,"menu_description":153,"menu_icon":154},"Agentic Workflows","agentic-workflows","No more gaps between experiments","flowsheet",{"sort":156,"item":157},4,{"page_title":158,"slug":159,"menu_description":160,"menu_icon":161},"NMR Automation Portfolio","bruker-nmr-automation","E2E automated NMR workflows","location_automation",{"sort":163,"item":164},5,{"page_title":165,"slug":166,"menu_description":167,"menu_icon":168},"XRD Automation Portfolio","bruker-xrd-automation","E2E automated XRD Workflows","api",{"sort":170,"item":171},6,{"page_title":172,"slug":173,"menu_description":174,"menu_icon":175},"Automated \"Make\" and IR & Raman Workflows (Optics)","automated-ir-and-raman-workflows","Spectroscopy Automation","escalator",{"sort":177,"item":178},7,{"page_title":179,"slug":180,"menu_description":181,"menu_icon":182},"QC Packages","qc-packages","Quality Control Solutions","verified_user",{"sort":114,"item":184},{"page_title":185,"slug":186,"menu_description":187,"menu_icon":188},"Software","software-and-digitalization","Connect. Control. Analyze","memory",{"nova_blocks_header_submenu_items_id":190},{"title":191,"items":192},"Repository",[193,199,205],{"sort":4,"item":194},{"page_title":195,"slug":196,"menu_description":197,"menu_icon":198},"Example Solutions","example-solutions","See How It Works for Specific Workflows","menu_book",{"sort":156,"item":200},{"page_title":201,"slug":202,"menu_description":203,"menu_icon":204},"Tools","robotic-tools","Tools for Every Task","tools_power_drill",{"sort":163,"item":206},{"page_title":207,"slug":208,"menu_description":209,"menu_icon":210},"Modules","modules","Scalable Smart Modules","view_module",{"item":212},{"title":213,"style":214,"items":215},"Industries","triple",[216,256,289],{"nova_blocks_header_submenu_items_id":217},{"title":218,"items":219},"Life Science",[220,226,232,238,244,250],{"sort":4,"item":221},{"page_title":222,"slug":223,"menu_description":224,"menu_icon":225},"Pharma","pharma","Drug Development","medication",{"sort":104,"item":227},{"page_title":228,"slug":229,"menu_description":230,"menu_icon":231},"Agro","agro","Crop Protection","agriculture",{"sort":107,"item":233},{"page_title":234,"slug":235,"menu_description":236,"menu_icon":237},"Fine & Speciality Chemicals","fine-and-speciality-chemicals","Specialty Chemicals","science",{"sort":156,"item":239},{"page_title":240,"slug":241,"menu_description":242,"menu_icon":243},"Biomaterials","biomaterials","Bio-based Materials","biotech",{"sort":163,"item":245},{"page_title":246,"slug":247,"menu_description":248,"menu_icon":249},"Renewables & Energy","renewables-and-energy","Clean Energy","energy_savings_leaf",{"sort":170,"item":251},{"page_title":252,"slug":253,"menu_description":254,"menu_icon":255},"Forensics","forensics","Forensics Applications","gavel",{"nova_blocks_header_submenu_items_id":257},{"title":258,"items":259},"Materials Science",[260,266,271,277,283],{"sort":107,"item":261},{"page_title":262,"slug":263,"menu_description":264,"menu_icon":265},"Catalysts","catalysts","Catalyst Development","speed",{"sort":156,"item":267},{"page_title":268,"slug":269,"menu_description":258,"menu_icon":270},"Polymers","polymers","polymer",{"sort":163,"item":272},{"page_title":273,"slug":274,"menu_description":275,"menu_icon":276},"Ceramics & Abrasives","ceramics-and-abrasives","Advanced Materials","construction",{"sort":170,"item":278},{"page_title":279,"slug":280,"menu_description":281,"menu_icon":282},"Porous Materials","porous-materials","Filtration Materials","filter_alt",{"sort":177,"item":284},{"page_title":285,"slug":286,"menu_description":287,"menu_icon":288},"Nanomaterials","nanomaterials","Nanotech Materials","blur_on",{"nova_blocks_header_submenu_items_id":290},{"title":291,"items":292},"Consumer Goods & Performance Materials",[293,299,305,311,317],{"sort":4,"item":294},{"page_title":295,"slug":296,"menu_description":297,"menu_icon":298},"Lubricants","lubricants","Automotive Fluids","engineering",{"sort":104,"item":300},{"page_title":301,"slug":302,"menu_description":303,"menu_icon":304},"Paints, Coatings & Adhesives","paints-coatings-and-adhesives","Surface Coatings","format_paint",{"sort":107,"item":306},{"page_title":307,"slug":308,"menu_description":309,"menu_icon":310},"Personal Care","personal-care","Cosmetics & Beauty","face",{"sort":156,"item":312},{"page_title":313,"slug":314,"menu_description":315,"menu_icon":316},"Home Care","home-care","Household Products","cleaning_services",{"sort":163,"item":318},{"page_title":319,"slug":320,"menu_description":321,"menu_icon":322},"Nutrition","nutrition","Food Science","restaurant",{"item":324},{"title":325,"style":326,"items":327},"Workflows","single",[328],{"nova_blocks_header_submenu_items_id":329},{"title":330,"items":331},"By Workflow",[332,337,342,347,353,359,365],{"sort":4,"item":333},{"page_title":334,"slug":335,"menu_description":336,"menu_icon":237},"Sample Preparation","sample-preparation","Automated Sample Prep",{"sort":104,"item":338},{"page_title":339,"slug":340,"menu_description":341,"menu_icon":243},"Synthesis","synthesis","Chemical Synthesis",{"sort":107,"item":343},{"page_title":344,"slug":345,"menu_description":346,"menu_icon":237},"Process research","process-research","Process Optimization",{"sort":156,"item":348},{"page_title":349,"slug":350,"menu_description":351,"menu_icon":352},"Formulation","formulation","Product Formulation","blender",{"sort":163,"item":354},{"page_title":355,"slug":356,"menu_description":357,"menu_icon":358},"Application","application","Method Development","apps",{"sort":170,"item":360},{"page_title":361,"slug":362,"menu_description":363,"menu_icon":364},"Testing","testing","Analytical Testing","verified",{"sort":177,"item":366},{"page_title":179,"slug":180,"menu_description":181,"menu_icon":182},{"item":368},{"title":369,"style":326,"items":370},"Company",[371],{"nova_blocks_header_submenu_items_id":372},{"title":369,"items":373},[374,380,386,392,398],{"sort":4,"item":375},{"page_title":376,"slug":377,"menu_description":378,"menu_icon":379},"About Chemspeed","about","Who We Are","settings_accessibility",{"sort":104,"item":381},{"page_title":382,"slug":383,"menu_description":384,"menu_icon":385},"Contact Chemspeed","contact","Get in Touch","phone_enabled",{"sort":107,"item":387},{"page_title":388,"slug":389,"menu_description":390,"menu_icon":391},"Careers","careers","Join Our Team","child_care",{"sort":156,"item":393},{"page_title":394,"slug":395,"menu_description":396,"menu_icon":397},"Distributors & Offices","distributors","Partners Worldwide","alternate_email",{"sort":163,"item":399},{"page_title":400,"slug":401,"menu_description":402,"menu_icon":403},"Quality","quality","Our Commitment to Quality","equalizer",{"item":405},{"title":406,"style":326,"items":407},"Media",[408],{"nova_blocks_header_submenu_items_id":409},{"title":410,"items":411},"All Our Media in One Place",[412,418,424,430,436,442],{"sort":4,"item":413},{"title":414,"slug":415,"menu_description":416,"menu_icon":417},"Webinars","webinar","Join Live or On-Demand","event_repeat",{"sort":104,"item":419},{"page_title":420,"slug":421,"menu_description":422,"menu_icon":423},"Events","events","Where to Meet Us","supervisor_account",{"sort":107,"item":425},{"page_title":426,"slug":427,"menu_description":428,"menu_icon":429},"Videos / Images","media","Chemspeed in Motion","video_library",{"sort":156,"item":431},{"page_title":432,"slug":433,"menu_description":434,"menu_icon":435},"Application Notes","application-notes","Workflows & Best Practices","speaker_notes",{"sort":163,"item":437},{"page_title":438,"slug":439,"menu_description":440,"menu_icon":441},"Customer Achievements","customer-achievements","Customer Research Highlights","brightness_empty",{"sort":170,"item":443},{"page_title":444,"slug":445,"menu_description":446,"menu_icon":447},"Corporate News","corporate-news","Latest Updates","newspaper",{"item":449},{"page_title":450,"slug":451},"Service","service-and-support",{"id":4,"sort":49,"user_created":5,"date_created":453,"user_updated":454,"date_updated":455,"slogan":456,"internal_name":49,"menu":457},"2025-08-04T09:42:18.000Z","396bdb39-b8ef-4bbd-ad5d-54f68f2da054","2025-10-08T11:44:36.000Z","Chemspeed is a global team committed to enable automated and digitalized workflows for scientists in R&D and QC.\n",[458,467],{"nova_blocks_footer_submenu_id":459},{"title":369,"items":460},[461,463,465],{"item":462},{"page_title":376,"slug":377},{"item":464},{"page_title":382,"slug":383},{"item":466},{"page_title":388,"slug":389},{"nova_blocks_footer_submenu_id":468},{"title":469,"items":470},"Legal",[471,475,479,483,487],{"item":472},{"page_title":473,"slug":474},"Privacy Policy","privacy-policy",{"item":476},{"page_title":477,"slug":478},"Terms & Conditions of Sales","terms-and-conditions",{"item":480},{"page_title":481,"slug":482},"Terms & Conditions of Purchasing","terms-and-conditions-purchasing",{"item":484},{"page_title":485,"slug":486},"Terms & Conditions of Service","terms-and-conditions-service",{"item":488},{"page_title":489,"slug":490},"Social Responsibility Report","social-responsibility",[492,514,539],{"id":493,"featured_news":494,"news_type":46,"title":495,"url":496,"preview":497,"target_date":498,"picture":49,"industry":499,"workflow":503},14032,false,"Parameter efficient multi-model vision assistant for polymer solvation behaviour inference","parameter-efficient-multi-model-vision-assistant-for-polymer-solvation-behaviour-inference","\u003Cp>Polymer–solvent systems exhibit complex solvation behaviours encompassing a diverse range of phenomena, including swelling, gelation, and dispersion. Accurate interpretation is often hindered by subjectivity, particularly in manual rapid screening assessments. While computer vision models hold significant promise to replace the reliance on human evaluation for inference, their adoption is limited by the lack of domain-specific datasets tailored, in our case, to polymer–solvent systems.\u003C/p>","2026-06-30",[500],{"id":501,"news_id":493,"industry_id":502},1315,10,[504,506,508,510,512],{"id":505,"news_id":493,"workflow_id":4},1275,{"id":507,"news_id":493,"workflow_id":114},1276,{"id":509,"news_id":493,"workflow_id":177},1277,{"id":511,"news_id":493,"workflow_id":156},1278,{"id":513,"news_id":493,"workflow_id":163},1279,{"id":515,"featured_news":45,"news_type":46,"title":516,"url":517,"preview":518,"target_date":519,"picture":49,"industry":520,"workflow":530},14031,"Continuous Flow Synthesis of Diglycolamides for Rare-Earth Elements Recovery: Algorithm-Accelerated Reaction Optimization Coupled with Automated Extraction Evaluation","continuous-flow-synthesis-of-diglycolamides-for-rare-earth-elements-recovery-algorithm-accelerated-reaction-optimization-coupled-with-automated-extraction-evaluation","\u003Cp>A first example of diglycolamide flow synthesis was developed, showcasing algorithm-accelerated reaction optimization and its potential to accelerate ligand discovery and enable autonomous, AIcontrolled manufacturing of critical materials. The increasing demand for manufacturing rare-earth elements (REEs) as critical materials has intensified research on sustainable synthesis of advanced extractants such as diglycolamides (DGAs).\u003C/p>","2026-06-23",[521,523,525,528],{"id":522,"news_id":515,"industry_id":107},1311,{"id":524,"news_id":515,"industry_id":156},1312,{"id":526,"news_id":515,"industry_id":527},1313,15,{"id":529,"news_id":515,"industry_id":110},1314,[531,533,535,537],{"id":532,"news_id":515,"workflow_id":114},1271,{"id":534,"news_id":515,"workflow_id":4},1272,{"id":536,"news_id":515,"workflow_id":177},1273,{"id":538,"news_id":515,"workflow_id":104},1274,{"id":540,"featured_news":494,"news_type":46,"title":541,"url":542,"preview":543,"target_date":544,"picture":49,"industry":545,"workflow":548},14030,"Identifying critical powder properties for high-throughput dispensing of alumina and organic templates","identifying-critical-powder-properties-for-high-throughput-dispensing-of-alumina-and-organic-templates-identifying-critical-powder-properties-for-high-throughput-dispensing-of-alumina-and-organic-templates","\u003Cp>Screening powder properties such as flowability, compressibility, and particle geometry is crucial for controlling ceramic processing, particularly in automated workflows that demand high reproducibility. Sacrificial templating for porous ceramics is well suited to automation because it is prone to variability arising from manual handling.\u003C/p>","2026-06-16",[546],{"id":547,"news_id":540,"industry_id":527},1310,[549,551,553,555],{"id":550,"news_id":540,"workflow_id":114},1267,{"id":552,"news_id":540,"workflow_id":4},1268,{"id":554,"news_id":540,"workflow_id":156},1269,{"id":556,"news_id":540,"workflow_id":163},1270,{"left":558,"top":558,"width":559,"height":559,"rotate":558,"vFlip":494,"hFlip":494,"body":560},0,24,"\u003Cpath fill=\"currentColor\" d=\"M3 18v-2h18v2zm0-5v-2h18v2zm0-5V6h18v2z\"/>",{"left":558,"top":558,"width":559,"height":559,"rotate":558,"vFlip":494,"hFlip":494,"body":562},"\u003Cpath fill=\"currentColor\" d=\"m12 15.4l-6-6L7.4 8l4.6 4.6L16.6 8L18 9.4z\"/>",{"left":558,"top":558,"width":559,"height":559,"rotate":558,"vFlip":494,"hFlip":494,"body":564},"\u003Cpath fill=\"currentColor\" d=\"M12 12q-1.65 0-2.825-1.175T8 8t1.175-2.825T12 4t2.825 1.175T16 8t-1.175 2.825T12 12m-8 8v-2.8q0-.85.438-1.562T5.6 14.55q1.55-.775 3.15-1.162T12 13t3.25.388t3.15 1.162q.725.375 1.163 1.088T20 17.2V20z\"/>",{"left":558,"top":558,"width":559,"height":559,"rotate":558,"vFlip":494,"hFlip":494,"body":566},"\u003Cpath fill=\"currentColor\" d=\"m19.6 21l-6.3-6.3q-.75.6-1.725.95T9.5 16q-2.725 0-4.612-1.888T3 9.5t1.888-4.612T9.5 3t4.613 1.888T16 9.5q0 1.1-.35 2.075T14.7 13.3l6.3 6.3zM9.5 14q1.875 0 3.188-1.312T14 9.5t-1.312-3.187T9.5 5T6.313 6.313T5 9.5t1.313 3.188T9.5 14\"/>",1784117945433]