Causal hybrid modeling with double machine learning—applications in carbon flux modeling
Project: USMILE
Updated at: 01-01-2025
Resources
10.000+ items found
Pairwise causal discovery with support measure machines
Project: USMILE
Updated at: 01-01-2025
Climate-invariant machine learning
Project: USMILE
Updated at: 01-01-2025
Towards Inference in Hybrid Earth System Models
Project: USMILE
Updated at: 01-01-2025
Non-Linear Dimensionality Reduction With a Variational Encoder Decoder (VED) to Understand Convective Processes in Clima...
Project: USMILE
Updated at: 01-01-2025
Physics-aware Machine Learning for Earth Observation
Project: USMILE
Updated at: 01-01-2025
Causal discovery of Atlantic-Pacific interactions in observations and CMIP6 models
Project: USMILE
Updated at: 01-01-2025
Understanding and Modelling Convection with Machine Learning
Project: USMILE
Updated at: 01-01-2025
Evidence for widespread thermal acclimation of canopy photosynthesis
Project: USMILE
Updated at: 01-01-2025
Spatiotemporal upscaling of sparse air-sea pCO2 data via physics-informed transfer learning
Project: USMILE
Updated at: 01-01-2025
MetaFlux: Meta-learning global carbon fluxes from sparse spatiotemporal observations
Project: USMILE
Updated at: 01-01-2025
Learning Causal Representations with Granger Rotated PCA
Project: USMILE
Updated at: 01-01-2025
Functional MRI reveals memories of mother in newborn chicks
Project: AVIAN MIND
Updated at: 01-01-2025
Consistent long-term observational datasets of soil moisture and vegetation reveal trends and variability in soil moistu...
Project: USMILE
Updated at: 01-01-2025
Regulation of the global carbon and water cycles through vegetation structural and physiological dynamics
Project: USMILE
Updated at: 01-01-2025
Reliance on fossil fuels increases during extreme temperature events in the continental United States
Project: USMILE
Updated at: 01-01-2025
Structural learning of simple staged trees
Project: USMILE
Updated at: 01-01-2025
Simulating Atmospheric Processes in ESMs and Quantifying Uncertainties with Deep Learning Multi-Member and Stochastic Pa...
Project: USMILE
Updated at: 01-01-2025
Soil dryness matters to ecosystem photosynthesis when and where it does
Project: USMILE
Updated at: 01-01-2025
Towards Causal Discovery for Earth System Sciences
Project: USMILE
Updated at: 01-01-2025
Periodic Reporting for period 3 - Foldmetcat (Bioinspired Catalytic Metallofoldamers)
Project: Foldmetcat
Updated at: 01-01-2025
"""Three-Component Gold(I)-Catalyzed Alkoxyvinylation"""
Project: Foldmetcat
Updated at: 01-01-2025
The Journey for the Synthesis of Large Acenes
Project: Foldmetcat
Updated at: 01-01-2025
Efficient kernel methods for model-independent new physics searches
Project: SLING
Updated at: 01-01-2025
Can I Trust My Simulation Model? Measuring the Quality of Business Process Simulation Models
Project: PIX
Updated at: 01-01-2025
LLM-Assisted Optimization of Waiting Time in Business Processes: A Prompting Method
Project: PIX
Updated at: 01-01-2025
Modeling Extraneous Activity Delays in Business Process Simulation
Project: PIX
Updated at: 01-01-2025
A framework for measuring the quality of business process simulation models
Project: PIX
Updated at: 01-01-2025
Persuasive Visual Presentation of Prescriptive Business Processes
Project: PIX
Updated at: 01-01-2025
Optimos: A Tool for Simulation-Driven Business Process Optimization
Project: PIX
Updated at: 01-01-2025