Research Blog
11.02.2025
Can AI Help Solve Complex Physics Equations? Meet APEBench
MCML Research Insight - With Felix Köhler, Rüdiger Westermann and Nils Thuerey
Our Junior Member Felix Köhler, together with our PIs Rüdiger Westermann and Nils Thuerey, and collaborator Simon Niedermayr, have introduced APEBench, an innovative benchmark suite. APEBench sets a new standard for evaluating autoregressive neural emulators, which are designed to solve partial differential equations (PDEs)—the fundamental …
06.02.2025
Improving Business Processes
Researcher in Focus: Gabriel Marques Tavares
MCML Junior Member Gabriel Marques Tavares has a PostDoc position at the chair of Database Systems and Data Mining at LMU Munich. His research focus is in the field of Process Mining, which investigates the execution of business processes within organizations, aiming at improving their performance, saving resources and identifying bottlenecks.
15.01.2025
TruthQuest – A New Benchmark for AI Reasoning
MCML Research Insight - With Philipp Mondorf and Barbara Plank
In their recent work, “Liar, Liar, Logical Mire: A Benchmark for Suppositional Reasoning in Large Language Models” our Junior Member Philipp Mondorf and our PI Barbara Plank tackle a fascinating question: How well do AI systems handle complex reasoning tasks?
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07.01.2025
Research Collaboration Between TUM/MCML and Stanford University
Funded by the MCML AI X-Change Program and BaCaTeC
During the summer of 2024, I had the privilege of representing the Computer Vision Group at TUM, led by Prof. Daniel Cremers, in a collaborative research project with the Geometric Computing Group at Stanford University, headed by Prof. Leonidas Guibas. During my three-month stay at Stanford, researchers from both institutes delved deeply into the …
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19.12.2024
Epistemic Foundations and Limitations of Statistics and Science
Blogpost on the Replication Crisis
The Open Science Initiative in Statistics and the MCML recently hosted a workshop about epistemic foundations and limitations of statistics and science. The event brought together researchers from diverse fields to discuss one of science’s most pressing challenges: The replication crisis. While the crisis is often attributed to systemic issues like …
11.12.2024
Understanding Vision Loss and the Need for Early Treatment
Researcher in Focus: Jesse Grootjen
MCML Junior Member Jesse Grootjen is writing his doctoral thesis at the Chair of Human-Centered Ubiquitous Media at LMU Munich. The group conducts research at the crossroads of human computer interaction, media technology, and ubiquitous computing. The overall research question is: how can we enhance human abilities through digital technologies?