Philipp Holl - RankMe

15 papers A* 5Journal 10

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Optimization Landscapes Learned: Proxy Networks Boost Convergence in Physics-based Inverse Problems. CoRR Girnar Goyal, Philipp Holl, Sweta Agrawal, Nils Thuerey
2024	J	`jnl`	The Unreasonable Effectiveness of Solving Inverse Problems with Neural Networks. CoRR Philipp Holl, Nils Thuerey
2024	J	`jnl`	Φ-ML: Intuitive Scientific Computing with Dimension Types for Jax, PyTorch, TensorFlow & NumPy. J. Open Source Softw. Philipp Holl, Nils Thuerey
2024	A*	`conf`	ΦFlow: Differentiable Simulations for PyTorch, TensorFlow and Jax. ICML Philipp Holl, Nils Thuerey
2022	A*	`conf`	Half-Inverse Gradients for Physical Deep Learning. ICLR Patrick Schnell, Philipp Holl, Nils Thuerey
2022	J	`jnl`	Half-Inverse Gradients for Physical Deep Learning. CoRR Patrick Schnell, Philipp Holl, Nils Thuerey
2022	A*	`conf`	Scale-invariant Learning by Physics Inversion. NeurIPS Philipp Holl, Vladlen Koltun, Nils Thuerey
2022	J	`jnl`	Simulating Liquids with Graph Networks. CoRR Jonathan Klimesch, Philipp Holl, Nils Thuerey
2021	J	`jnl`	Physical Gradients for Deep Learning. CoRR Philipp Holl, Vladlen Koltun, Nils Thuerey
2021	J	`jnl`	Physics-based Deep Learning. CoRR Nils Thuerey, Philipp Holl, Maximilian Müller, Patrick Schnell, Felix Trost, Kiwon Um
2020	A*	`conf`	Learning to Control PDEs with Differentiable Physics. ICLR Philipp Holl, Nils Thuerey, Vladlen Koltun
2020	J	`jnl`	Learning to Control PDEs with Differentiable Physics. CoRR Philipp Holl, Vladlen Koltun, Nils Thuerey
2020	A*	`conf`	Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers. NeurIPS Kiwon Um, Robert Brand, Yun (Raymond) Fei, Philipp Holl, Nils Thuerey
2020	J	`jnl`	Solver-in-the-Loop: Learning from Differentiable Physics to Interact with Iterative PDE-Solvers. CoRR Kiwon Um, Yun (Raymond) Fei, Philipp Holl, Robert Brand, Nils Thuerey
2019	J	`jnl`	Deep learning based pulse shape discrimination for germanium detectors. CoRR Philipp Holl, L. Hauertmann, Béla Majorovits, Oliver Schulz, Maria Schuster, A. J. Zsigmond