KP
Kaleb Phipps
cs.LGcs.AIstat.MLcs.DCcs.PFeess.SPphysics.ao-phstat.AP
On Valency
published · living versionsW_sc2pddqk·v1 · currentpublished
4D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling
with Deifilia Kieckhefen, Juan Pedro Gutiérrez Hermosillo Muriedas, Lars Helge Heyen, Mathis Bode +10
1 version
Preprints & journals
9 papers in the corpus · 2020–20264D Parallelism Unlocks Exascale Bayesian Neural Networks for High-Fidelity Atmospheric Modeling2609.12815v1 · Deifilia Kieckhefen, Juan Pedro Guti'errez Hermosillo Muriedas, Lars Helge Heyen et al.2026 · 0 citationsarXivon Valency
Differentiable Power-Flow Optimization2603.28203v1 · Muhammed Oz, Jasmin Horter, Kaleb Phipps et al.2026 · 0 citationsarXiv
Decision-Focused Fine-Tuning of Time Series Foundation Models for Dispatchable Feeder Optimization2503.01936v1 · Maximilian Beichter, Nils Friederich, Janik Pinter et al.2025 · 6 citationsEnergy and AI Volume 21, September 2025, 100533
AutoPQ: Automating Quantile estimation from Point forecasts in the context of sustainability2412.00419v1 · Stefan Meisenbacher, Kaleb Phipps, Oskar Taubert et al.2024 · 2 citationsarXiv
ProbPNN: Enhancing Deep Probabilistic Forecasting with Statistical Information2302.02597v1 · Benedikt Heidrich, Kaleb Phipps, Oliver Neumann et al.2023 · 0 citationsarXiv
Creating Probabilistic Forecasts from Arbitrary Deterministic Forecasts using Conditional Invertible Neural Networks2302.01800v1 · Kaleb Phipps, Benedikt Heidrich, Marian Turowski et al.2023 · 0 citationsarXiv
Review of automated time series forecasting pipelines2202.01712v1 · Stefan Meisenbacher, Marian Turowski, Kaleb Phipps et al.2022 · 82 citationsWIREs Data Mining and Knowledge Discovery (2022) e1475
pyWATTS: Python Workflow Automation Tool for Time Series2106.10157v1 · Benedikt Heidrich, Andreas Bartschat, Marian Turowski et al.2021 · 9 citationsarXiv
Evaluating Ensemble Post-Processing for Wind Power Forecasts2009.14127v3 · Kaleb Phipps, Sebastian Lerch, Maria Andersson et al.2020 · 22 citationsarXiv
Career total: 59 works. 9 are in this corpus.
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