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cs.LG2024
Self-supervised Pretraining for Partial Differential Equations
Varun Madhavan, Amal S Sebastian, Bharath Ramsundar +1
In this work, we describe a novel approach to building a neural PDE solver leveraging recent advances in transformer based neural network architectures. Our model can provide solut…
cs.LG2024
Open-Source Fermionic Neural Networks with Ionic Charge Initialization
Shai Pranesh, Shang Zhu, Venkat Viswanathan +1
Finding accurate solutions to the electronic Schrödinger equation plays an important role in discovering important molecular and material energies and characteristics. Consequently…