Physics-based Deep Learning. - Nils Thuerey; Philipp Holl; Maximilian Müller; Patrick Schnell; Felix Trost; Kiwon Um (CoRR, 2021)

Subgroup causal effect identification and estimation via matching tree. - Yuyang Zhang; Patrick Schnell; Chi Song; Bin Huang; Bo Lu 004 (Comput. Stat. Data Anal., 2021)

Half-Inverse Gradients for Physical Deep Learning. - Patrick Schnell; Philipp Holl; Nils Thuerey (ICLR, 2022)

Stabilizing Backpropagation Through Time to Learn Complex Physics. - Patrick Schnell; Nils Thuerey (ICLR, 2024)

Temporal Difference Learning: Why It Can Be Fast and How It Will Be Faster. - Patrick Schnell; Luca Guastoni; Nils Thuerey (ICLR, 2025)