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Alexey Melnikov Alexey Melnikov Terra Quantum on time series forecasting #MLQP tuvienna

Great new work by Asel Sagingalieva Karan Mario Jude Pinto Alexey Melnikov et al Terra Quantum Evonik - 'Hybrid #quantum #physics-informed #neuralnetworks for simulating #computational #fluiddynamics in complex shapes'-iopscience.iop.org/article/10.108… #machinelearning #PINNs #compchem #QML #AI

Did you know that models for machine learning were based on equations from physics?

Exciting to see such fundamental achievements as part of physics

Steel is the backbone of the modern world. But the furnaces that make it still run on old tech. With one of the largest players, POSCO Group & Alexey Melnikov, we tackled the hardest part of steelmaking, temperature control & used #quantum #AI to do it better. Here's how🧵

Artificial intelligence for representing and characterizing quantum systems scirate.com/arxiv/2509.049… Efficient #characterization of large-scale quantum systems, especially those produced by quantum analog simulators and megaquop #quantumcomputers, poses a central challenge in

🚨🚨Very excited to share AI-Mandel, our first AI-physicist prototype! AI-Mandel can create new ideas in quantum physics and automatically implement and execute them -- we have already written two papers (on arXiv) based on its recent discoveries! (including a new, never