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AI-Driven Materials Discovery

Computational Physics

Origin Data Source Crossref
Analysis Computed Mar 31, 2026
AI Synthesis & Market Narrative
Computational physics is increasingly focused on developing accelerated, differentiable code for AI, driving a shift towards AI-driven Computer-Aided Engineering workflows. This trend is critical for designing novel materials with specific properties for next-generation magnetic recording, energy storage, and neuromorphic computing applications.
Correlated Linguistic Patterns
["Accelerated Differentiable Computational Physics Code for AI" "AI-driven workflows" "physics foundation models" "first-principles insights" "novel two-dimensional Janus ZCrBSe2 materials" "FePt grain size" "lead-free layered halide double perovskites"]
Curiosity Velocity (60 Days) WIKIPEDIA API

Tracing the intersection of media narratives and actual public search interest. Dashed line is 7-day SMA.

Driving Media Context
Nature.com • Mar 24, 2026

Role of FePt grain size on writing performance for next-generation magnetic recording technology

Scientific Reports - Role of FePt grain size on writing performance for next-generation magnetic recording technology
Royal Society of Chemistry • Mar 23, 2026

Lead-free layered halide double perovskites with aromatic organic cations for resistive switching memories and artificial synapses

Mater. Horiz., 2026, Advance ArticleDOI: 10.1039/D5MH02220G, CommunicationMubashir Mushtaq Ganaie, Mahdi Mohammadi, Michalis Loizos, Konstantinos Rogdakis, R...
Royal Society of Chemistry • Mar 19, 2026

Rashba spin splitting and phonon-limited carrier mobility in novel two-dimensional Janus ZCrBSe2 (Z = N, P, As) materials

RSC Adv., 2026, 16,15441-15451DOI: 10.1039/D6RA00580B, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Lic...
Royal Society of Chemistry • Mar 18, 2026

First-principles insights into the Janus MoPC monolayer as a promising anode for sodium-ion batteries

RSC Adv., 2026, 16,14951-14958DOI: 10.1039/D5RA09561A, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution 3.0 Unported Lic...
Nvidia.com • Mar 11, 2026

Build Accelerated, Differentiable Computational Physics Code for AI with NVIDIA Warp

Computer-Aided Engineering (CAE) is shifting from human-driven workflows toward AI-driven ones, including physics foundation models that generalize across...
Royal Society of Chemistry • Mar 5, 2026

First-principles study of d0 magnetism in a SnI2 monolayer induced by P and As impurities

RSC Adv., 2026, 16,12628-12638DOI: 10.1039/D5RA09400C, Paper Open Access &nbsp This article is licensed under a Creative Commons Attribution-NonCommercial 3....