New Technology– category –
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Optica Online to Host Industry Meeting in June 2026: Advanced Photonic Packaging for AI, Datacom, and Quantum Technologies
Optica Online USA Overview Optica Online will convene an industry meeting in June 2026 focusing on advanced photonic packaging to accelerate the transition of photonic systems from prototype to high-volume manufacturing for AI infrastruc... -
bioRxiv: ORIGAMI, an Orientation-Aware GNN, Developed for Assessing Multimeric Interfaces of Protein Complex Structures
bioRxiv Unknown Overview A study published on bioRxiv introduces "ORIGAMI," an orientation-aware graph neural network (GNN) for evaluating multimeric interfaces of protein complex structures. ORIGAMI innovatively utilizes both scalar and... -
MDPI: ML-Based Structure-Property Relationship Modeling Boosts Polymer Property Prediction Accuracy
MDPI Switzerland Overview Research published in MDPI proposes a comprehensive machine learning (ML)-based framework for predicting polymer physical properties and identifying structure-property relationships (SPR), improving prediction a... -
arXiv: PolyGraphPy Unifies Atomistic Simulation and ML-Driven Polymer Design in a Python Framework
arXiv Unknown Overview A new paper on arXiv introduces "PolyGraphPy," a unified Python framework for atomistic simulation and machine learning (ML)-driven polymer design. This open-source framework seamlessly integrates atomistic simulat... -
Topsoe Declares AI the “Fifth Paradigm” in Materials Science, Poised to Revolutionize Catalysis, Electrolysis, and Battery Design
Topsoe デンマーク Overview Topsoe, a global leader in catalyst technology, has announced that AI is emerging as the "fifth paradigm" in materials science, fundamentally transforming material discovery and design. Their AI systems combine... -
AI Inverse-Designs “Super-Material” Stronger Than Steel and Lighter Than Foam
Medium - Dark Energy Articles USA Overview Artificial intelligence has reportedly developed a revolutionary carbon-based nanolattice "super-material" that is stronger than steel yet significantly lighter than foam. This achievement demon... -
Apoha Raises $36M to Scale AI Platform for Designing Proteins, Food Ingredients, and New Materials with Liquid-State Molecular Behavior Data
PPTI News UK/USA Overview London and San Francisco-based startup Apoha has secured $36 million in funding to scale its AI platform for designing proteins, food ingredients, pharmaceuticals, and advanced materials. The company is building... -
ResearchGate: NequIP GNN Predicts Amorphous Material Many-Body Interactions at 10,000x Lower Cost than DFT
ResearchGate Unknown Overview Recent research applied NequIP, an equivariant message passing graph neural network (GNN), to predict many-body interactions in model soft glasses of solvent-free polymer-grafted nanoparticles (PGNs). NequIP... -
NC State’s PoLARIS Autonomous Lab Discovers Lead-Free Nanoplatelets in 12 Hours, Accelerating Scientific Discovery by 100x
NC State News USA Overview NC State University's Self-Driving Lab (SDL) technology intelligently plans and executes experiments to discover optimal "recipes" for new molecules and materials, accelerating discovery up to 100 times faster ... -
University of Toronto’s Acceleration Consortium Drives Material Development with Autonomous Labs (SDLs), Dramatically Cutting Time and Cost
Harrowings - Substack Canada Overview The University of Toronto's Acceleration Consortium (AC) is demonstrating how Self-Driving Labs (SDLs) are maturing into a transformative infrastructural layer for physical sciences, aiming to signif...
