◍wovepaper
SearchResearchersInstitutions
Sign in
researcher

Philipp Pilar

7 papers hereh-index 3230 citations9 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author6
  • middle author1

Across the 7 of 7 papers where every author was matched, so the position is known.

fields
  • stat.ML4
  • quant-ph2
  • astro-ph.IM1

identity via Semantic Scholar / OpenAlex

activity
20182025
most citedPhysics-informed Neural Networks with Unknown Measurement Noise

5 citations · 5 across the 5 of their papers we have counts for

collaborators
Showing 2025 · stat.MLShow all

1 paper · 2 filters

stat.ML2025

Repulsive Ensembles for Bayesian Inference in Physics-informed Neural Networks

Philipp Pilar, Markus Heinonen, Niklas Wahlström

Physics-informed neural networks (PINNs) have proven an effective tool for solving differential equations, in particular when considering non-standard or ill-posed settings. When i…

◍wovepaper

Papers, researchers and institutions, woven together.

Explore
  • Search
  • Researchers
  • Institutions
Account
  • Library
  • Chat
Data
  • arXiv.org
  • Semantic Scholar
  • OpenAlex
  • Latest RSS
AboutContactPrivacyDevelopersllms.txtopenapi.json
Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.