annakrause | BibSonomy

bookmarks (hide)111
display
all
bookmarks only
bookmarks per page
5
10
20
50
100
sort by
added at
title
RSS
BibTeX
XML

13Q: Machine learning and climate modeling | MIT News | Massachusetts Institute of Technology
https://news.mit.edu/2019/mit-3q-paul-o-gorman-machine-learning-for-climate-modeling-0213
4 years ago by @annakrause
show all tags
climatemodeling
ml
todo:read
climatemodelingmltodo:read
(0)
copydelete
- community post
- history of this post
2GitHub - monocongo/climate_learn: Deep learning for climate modeling.
https://github.com/monocongo/climate_learn
4 years ago by @annakrause
show all tags
climatemodeling
repository
climatemodelingrepository
(0)
copydelete
- community post
- history of this post
1Machine Learning Improves Weather and Climate Models - Eos
https://eos.org/research-spotlights/machine-learning-improves-weather-and-climate-models
4 years ago by @annakrause
show all tags
climatemodeling
deeplearning
gan
climatemodelingdeeplearninggan
(0)
copydelete
- community post
- history of this post
1Deep neural networks speed up weather and climate models | Argonne Leadership Computing Facility
https://www.alcf.anl.gov/news/deep-neural-networks-speed-weather-and-climate-models
4 years ago by @annakrause
show all tags
climatemodeling
deeplearning
climatemodelingdeeplearning
(0)
copydelete
- community post
- history of this post
1Physical Parameterizations for Climate Simulations | AER | Weather Risk Assessment
https://www.aer.com/science-research/climate-weather/physical-parameterizations-climate-simulations/
4 years ago by @annakrause
show all tags
climate
climatemodeling
parametrizations
climateclimatemodelingparametrizations
(0)
copydelete
- community post
- history of this post
1How deep learning is helping weather predictions and climate models | by Tirthajyoti Sarkar | Towards Data Science
https://towardsdatascience.com/how-deep-learning-is-helping-weather-predictions-and-climate-models-389ba226b7ab
4 years ago by @annakrause
show all tags
climate
climatechange
climatemodeling
deeplearning
climateclimatechangeclimatemodelingdeeplearning
(0)
copydelete
- community post
- history of this post
1UK Biobank activity recognition | The Alan Turing Institute
https://www.turing.ac.uk/research/research-projects/uk-biobank-activity-recognition
4 years ago by @annakrause
show all tags
todo:read
todo:read
(0)
copydelete
- community post
- history of this post
1Algebraic Topology by Hatcher - website
https://pi.math.cornell.edu/~hatcher/AT/AT.pdf
4 years ago by @annakrause
show all tags
AlgebraicTopology
AlgebraicTopology
(0)
copydelete
- community post
- history of this post
11. Time Series: An Overview and a Quick History - Practical Time Series Analysis
https://learning.oreilly.com/library/view/practical-time-series/9781492041641/ch01.html#time_series_an_overview_and_a_quick_history
4 years ago by @annakrause
show all tags
timeSeriesAnalysis
timeSeriesAnalysis
(0)
copydelete
- community post
- history of this post
1How (not) to use Machine Learning for time series forecasting: Avoiding the pitfalls
https://www.kdnuggets.com/2019/05/machine-learning-time-series-forecasting.html
4 years ago by @annakrause
show all tags
TimeSeriesForecasting
TimeSeriesPrediction
TimeSeriesForecastingTimeSeriesPrediction
(0)
copydelete
- community post
- history of this post
1Scalable learning of time series classifiers - Geoff Webb - Data Scientist
http://i.giwebb.com/research/scalable-time-series-classifiers/
4 years ago by @annakrause
show all tags
Classification
TSA
ClassificationTSA
(0)
copydelete
- community post
- history of this post
1TNbook.dvi - TNbook.pdf
http://pi.math.cornell.edu/~hatcher/TN/TNbook.pdf
4 years ago by @annakrause
show all tags
TDA
TDA
(0)
copydelete
- community post
- history of this post
1NetCDF Climate and Forecast (CF) Metadata Conventions - cf-conventions.pdf
http://cfconventions.org/cf-conventions/v1.6.0/cf-conventions.pdf
4 years ago by @annakrause
show all tags
climatedataformat
weatherbench
climatedataformatweatherbench
(0)
copydelete
- community post
- history of this post
2thinkbayes.pdf
http://www.greenteapress.com/thinkbayes/thinkbayes.pdf
4 years ago by @annakrause
show all tags
bayesianstats
book
bayesianstatsbook
(0)
copydelete
- community post
- history of this post
1understanding-variational-lower.pdf
http://legacydirs.umiacs.umd.edu/~xyang35/files/understanding-variational-lower.pdf
4 years ago by @annakrause
show all tags
bayesianstats
bayesianstats
(0)
copydelete
- community post
- history of this post
1Introduction to Bayesian Statistics - STATS 331 - Complete Course
https://lbry.tv/@BrendonBrewer:3/stats331:5
4 years ago by @annakrause
show all tags
lecturevideos
stats331
lecturevideosstats331
(0)
copydelete
- community post
- history of this post
1Gaussian Processes for Machine Learning - RW.pdf
http://www.gaussianprocess.org/gpml/chapters/RW.pdf
4 years ago by @annakrause
show all tags
Book
GaussianProcesses
BookGaussianProcesses
(0)
copydelete
- community post
- history of this post
1stats331.pdf
https://www.stat.auckland.ac.nz/~brewer/stats331.pdf
4 years ago by @annakrause
show all tags
bayesianstats
bayesianstats
(0)
copydelete
- community post
- history of this post
2Outdoor air quality in urban areas — European Environment Agency
https://www.eea.europa.eu/airs/2018/environment-and-health/outdoor-air-quality-urban-areas#tab-based-on-data
4 years ago by @annakrause
show all tags
airquality
outdoorairquality
airqualityoutdoorairquality
(0)
copydelete
- community post
- history of this post
1Unsupervised Feature Learning and Deep Learning Tutorial
http://ufldl.stanford.edu/tutorial/selftaughtlearning/SelfTaughtLearning/
4 years ago by @annakrause
show all tags
featurelearning
unsupervised
featurelearningunsupervised
(0)
copydelete
- community post
- history of this post

publications (hide)390
display
all
publications only
publications per page
5
10
20
50
100
sort by
added at
title
author
publication date
entry type
help for advanced sorting...
RSS
BibTeX
RDF
more...

1Merits and Demerits of ODE Modeling of Physicochemical Systems for Numerical Simulations
K. Yasui. Molecules, (2022)
2 months ago by @annakrause
show all tags
neuralode
neuralpde
paper:ml4o3
survey
neuralodeneuralpdepaper:ml4o3survey
(0)
copydeleteadd this publication to your clipboard
1An Online-Learned Neural Network Chemical Solver for Stable Long-Term Global Simulations of Atmospheric Chemistry
M. Kelp, D. Jacob, H. Lin, and M. Sulprizio. Journal of Advances in Modeling Earth Systems, 14 (6): e2021MS002926 (2022)e2021MS002926 2021MS002926.
2 months ago by @annakrause
show all tags
atmospheric_chemical
neural_solver
paper:ml4o3
atmospheric_chemicalneural_solverpaper:ml4o3
(0)
copydeleteadd this publication to your clipboard
14WaveNet: A Generative Model for Raw Audio
A. van den Oord, S. Dieleman, H. Zen, K. Simonyan, O. Vinyals, A. Graves, N. Kalchbrenner, A. Senior, and K. Kavukcuoglu. (2016)
3 months ago by @annakrause
show all tags
audio
idea:bee_audio_llm
wavenet
audioidea:bee_audio_llmwavenet
(0)
copydeleteadd this publication to your clipboard
1Breakfast Canyon Discovered in Honeybee Hive Weight Curves
N. Holst, and W. Meikle. Insects, 9 (4): 176-- (December 2018)
3 months ago by @annakrause
show all tags
beeconnected
breakfascanyon
idea:beeformer
todo:read
beeconnectedbreakfascanyonidea:beeformertodo:read
(0)
copydeleteadd this publication to your clipboard
1A guide to convolution arithmetic for deep learning
V. Dumoulin, and F. Visin. (2018)
3 months ago by @annakrause
show all tags
convolution
teaching
convolutionteaching
(0)
copydeleteadd this publication to your clipboard
3Deep Learning for Day Forecasts from Sparse Observations
M. Andrychowicz, L. Espeholt, D. Li, S. Merchant, A. Merose, F. Zyda, S. Agrawal, and N. Kalchbrenner. (2023)
3 months ago by @annakrause
show all tags
climate
idea:remoformer
metnet
climateidea:remoformermetnet
(0)
copydeleteadd this publication to your clipboard
3Towards an End-to-End Artificial Intelligence Driven Global Weather Forecasting System
K. Chen, L. Bai, F. Ling, P. Ye, T. Chen, K. Chen, T. Han, and W. Ouyang. (2023)
3 months ago by @annakrause
show all tags
climate
deeplearning
idea:remoformer
climatedeeplearningidea:remoformer
(0)
copydeleteadd this publication to your clipboard
4GenCast: Diffusion-based ensemble forecasting for medium-range weather
I. Price, A. Sanchez-Gonzalez, F. Alet, T. Ewalds, A. El-Kadi, J. Stott, S. Mohamed, P. Battaglia, R. Lam, and M. Willson. (2023)
3 months ago by @annakrause
show all tags
climate
idea:remoformer
todo:read
climateidea:remoformertodo:read
(0)
copydeleteadd this publication to your clipboard
1Improving Medium-Range Ensemble Weather Forecasts with Hierarchical Ensemble Transformers
Z. Bouallègue, J. Weyn, M. Clare, J. Dramsch, P. Dueben, and M. Chantry. Artificial Intelligence for the Earth Systems, (2024)
3 months ago by @annakrause
show all tags
climate
ensemble
idea:remoformer
climateensembleidea:remoformer
(0)
copydeleteadd this publication to your clipboard
3Dynamical Tests of a Deep-Learning Weather Prediction Model
G. Hakim, and S. Masanam. (2023)
3 months ago by @annakrause
show all tags
climate
deeplearning
idea:remoformer
climatedeeplearningidea:remoformer
(0)
copydeleteadd this publication to your clipboard
8Learning Transferable Visual Models From Natural Language Supervision
A. Radford, J. Kim, C. Hallacy, A. Ramesh, G. Goh, S. Agarwal, G. Sastry, A. Askell, P. Mishkin, J. Clark and 2 other author(s). (2021)
3 months ago by @annakrause
show all tags
climate
idea:remoformer
pretraining
transfer
climateidea:remoformerpretrainingtransfer
(0)
copydeleteadd this publication to your clipboard
4ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
J. Lu, D. Batra, D. Parikh, and S. Lee. Advances in Neural Information Processing Systems, 32, Curran Associates, Inc., (2019)
3 months ago by @annakrause
show all tags
climate
idea:remoformer
pretraining
transformer
climateidea:remoformerpretrainingtransformer
(0)
copydeleteadd this publication to your clipboard
1CLIMFILL v0.9: a framework for intelligently gap filling Earth observations
V. Bessenbacher, S. Seneviratne, and L. Gudmundsson. Geosci. Model Dev., 15 (11): 4569--4596 (June 2022)
3 months ago by @annakrause
show all tags
climate
dataassimilation
dataaugmentation
idea:remoformer
climatedataassimilationdataaugmentationidea:remoformer
(0)
copydeleteadd this publication to your clipboard
23Finding structure in time
J. Elman. Cognitive Science, (1990)
3 months ago by @annakrause
show all tags
RNN
deeplearning
elman
original
RNNdeeplearningelmanoriginal
(0)
copydeleteadd this publication to your clipboard
2Shifts in vegetation activity of terrestrial ecosystems attributable to climate trends
S. Higgins, T. Conradi, and E. Muhoko. Nature Geoscience, 16 (2): 147--153 (Feb 1, 2023)
4 months ago by @annakrause
show all tags
ecomodelling
idea:ecoglob
ndvi
ecomodellingidea:ecoglobndvi
(0)
copydeleteadd this publication to your clipboard
2HyperMixer: An MLP-based Low Cost Alternative to Transformers
F. Mai, A. Pannatier, F. Fehr, H. Chen, F. Marelli, F. Fleuret, and J. Henderson. (2023)
4 months ago by @annakrause
show all tags
idea:big_data_geo_2
idea:remoformer
readinggroup
transformer
idea:big_data_geo_2idea:remoformerreadinggrouptransformer
(0)
copydeleteadd this publication to your clipboard
1History of climate modeling
P. Edwards. WIREs Climate Change, 2 (1): 128-139 (2011)
4 months ago by @annakrause
show all tags
climate
history
climatehistory
(0)
copydeleteadd this publication to your clipboard
1PDEBENCH: An Extensive Benchmark for Scientific Machine Learning
M. Takamoto, T. Praditia, R. Leiteritz, D. MacKinlay, F. Alesiani, D. Pflüger, and M. Niepert. (2023)
4 months ago by @annakrause
show all tags
benchmark
dataset
neuralpde
pdebench
benchmarkdatasetneuralpdepdebench
(0)
copydeleteadd this publication to your clipboard
4Spherical Fourier Neural Operators: Learning Stable Dynamics on the Sphere
B. Bonev, T. Kurth, C. Hundt, J. Pathak, M. Baust, K. Kashinath, and A. Anandkumar. (2023)
4 months ago by @annakrause
show all tags
climate
fno
fourieroperator
neuralpde
todo:read
climatefnofourieroperatorneuralpdetodo:read
(0)
copydeleteadd this publication to your clipboard
3When are Neural ODE Solutions Proper ODEs?
K. Ott, P. Katiyar, P. Hennig, and M. Tiemann. CoRR, (2020)
4 months ago by @annakrause
show all tags
neuralpde
todo:read
neuralpdetodo:read
(0)
copydeleteadd this publication to your clipboard

⟨⟨
⟨
1
2
3
⟩
⟩⟩