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Overview
Multiscale Technologies builds a materials informatics platform that links simulation, experiment and machine learning across length scales. Founded in 2016 in California, it targets manufacturers developing advanced materials and processes. Its NexTech platform manages the data and models together.
News
Why Foundation Models For Fabs Require a Different Architecture
Our Head of Product on why sequential, multi-modal, uncertainty-aware models - not LLMs - are the right substrate for SMTO. The first wave of foundation models was built for language. That made sense. Language is the interface through which people documen
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Multiscale AI Co-Founder Dr. Surya R. Kalidindi Earns Top Recognition in Mechanical and Aerospace Engineering
ATLANTA, Ga. - May 12, 2026 - Dr. Surya R. Kalidindi, co-founder and CEO of Multiscale AI, has been recognized among the world's leading scholars in mechanical and aerospace engineering in the 2026 Research.com rankings. Dr. Kalidindi was ranked No. 40 na
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Deep Technology Models
A new class of AI for advanced manufacturing This paper introduces Deep Technology Models (DTMs) - a new class of AI system designed to compress technology innovation cycles by 100-1000 across the world's most physically and computationally complex indust
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The Integration Era
Why Advanced Packaging Is the New Strategic Layer in Semiconductors - and How an Industrial Intelligence Layer Accelerates the Roadmap By Vasu KalidindiCofounder & CTO, Multiscale Technologies, Inc. Executive Summary For most of the past fifty years, pack
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The Intelligence Gap in Advanced Manufacturing
Why even the most sophisticated fabs are running out of ways to scale AI - and what comes next. By Vasu Kalidindi April 2026 The paradox of AI in the fab Walk into any leading-edge semiconductor fab today and you will hear a familiar refrain: "We use AI e
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