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. […]
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
Deep Technology Models
A new class of AI for advanced manufacturing This paper introduces Deep Technology Models (DTMs) — a new class of
The Integration Era
Why Advanced Packaging Is the New Strategic Layer in Semiconductors — and How an Industrial Intelligence Layer Accelerates the Roadmap
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
Productizing AI Agents and Digital Twins for Semiconductor Manufacturing Technology Optimization
Semiconductor manufacturing is one of the most complex process optimization problems in the world. Thousands of tightly coupled process steps,
Refining Coarse-Grained Molecular Topologies: A Bayesian Optimization Approach
Molecular Dynamics (MD) simulations are vital for predicting the physical and chemical properties of molecular systems across various ensembles. While