AI fast-forwards molecular simulations by 10,000-fold

A new AI model has become so good at predicting how molecules evolve over time that, in the future, it could speed up the costly and time-consuming process of testing new drugs. In the long term, this ...
Princeton University

Delivery of magnet bundle to Princeton Plasma Physics Lab signals a new age of fusion research

PPPL’s new National Spherical Torus Experiment-Upgrade will play an important role in the Department of Energy's Fusion ...
Science Daily

AI could uncover new physics faster but there’s a surprising catch

Scientists found that transfer learning can make the search for new physics in the universe much faster, slashing the need ...

To discover new physics, AI may need to 'unlearn' the old one

A study in the Journal of Cosmology and Astroparticle Physics explores how a machine-learning strategy known as transfer ...
Quanta Magazine

How Terry Tao Became an Evangelist for AI in Math

With automated proof-checkers, a problem can be broken up into small chunks, solved bit-by-bit, then reassembled with ...
The Next Web

PhysicsX hits $2.4bn valuation as Temasek leads $300m round for the AI startup that cuts simulation times from days to seconds

London's PhysicsX raised $300M from Temasek at a $2.4bn valuation, doubling in a year. The F1-founded startup cuts engineering simulation from days to seconds.
POWER Magazine

Fives ProSim Launches ProSimPlus Python API, a New Generation of Python Driven Process Simulation

Fives ProSim, a subsidiary of the Fives Group and an expert in industrial process simulation and optimization, announces the release of ProSimPlus Python API. This new solution enables users to run ...
TechCrunch

Imperagen raises £5 million to use quantum physics, AI on enzyme engineering

Biotech company Imperagen announced on Thursday a £5 million ($6.7 million) seed round led by PXN Ventures, with participation from IQ Capital and Northern Gritstone. The company was founded in 2021 ...
Semiconductor Engineering

From Simulation Checkpoints To Continuous Physics

Semiconductor engineering teams have long relied on an iterative simulation workflow: define the scenario, prepare the model, run the analysis, review the results, adjust the design, and repeat until ...
IEEE

Acceleration of Power System Dynamic Simulations Using a Deep Equilibrium Layer and Neural ODE Surrogate

Abstract: The dominant paradigm for power system dynamic simulation is to build system-level simulations by combining physics-based models of individual components. The sheer size of the system along ...
IEEE

Modular Meshless Electromagnetic Simulation Using KAN-Based Physics-Informed Neural Networks

Abstract: A novel meshless electromagnetic (EM) simulation framework based on Physics-Informed Neural Networks (PINNs), enhanced by the integration of Kolmogorov–Arnold Networks (KANs) is presented.
Science Daily

Physicists prove the Universe isn’t a simulation after all

New research from UBC Okanagan mathematically demonstrates that the universe cannot be simulated. Using Gödel’s incompleteness theorem, scientists found that reality requires “non-algorithmic ...