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1Chelsa Climate – Climatologies at high resolution for the earth’s land surface areas
https://chelsa-climate.org/
5 months ago by @annakrause
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dataset
highresolution
climate
free
datasethighresolutionclimatefree
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1The Monash University Simple Climate Model
https://sci-web46-v01.ocio.monash.edu/mscm/GREB_model.html?locale=EN
5 months ago by @annakrause
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simulator
monash
climatemodeling
climat
simulatormonashclimatemodelingclimat
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1Climate Change 2022: Mitigation of Climate Change
https://www.ipcc.ch/report/ar6/wg3/
5 months ago by @annakrause
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ippc
climate
report
ippcclimatereport
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1Klimawandel - Der sterbende Südseestaat Kiribati
https://www.deutschlandfunk.de/klimawandel-der-sterbende-suedseestaat-kiribati-100.html
6 months ago by @annakrause
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idea:remoformer
climatechange
idea:juniorresearchgroup
climate
idea:remoformerclimatechangeidea:juniorresearchgroupclimate
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1BibLicious
https://www.biblicious.org/postBookmark
6 months ago by @annakrause
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huhu
huhu
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1atmorep.org
https://www.atmorep.org/#presentations
7 months ago by @annakrause
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idea:remoformer
deeplearning
atmorep
transformer
climate
idea:remoformerdeeplearningatmoreptransformerclimate
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1Session 4_Dueben - Session_4_Dueben_0jVR4Vv.pdf
https://climate.esa.int/media/documents/Session_4_Dueben_0jVR4Vv.pdf
7 months ago by @annakrause
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esa
deeplearning
climate
talk
esadeeplearningclimatetalk
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2ESS Open Archive - ESS Open Archive
https://essopenarchive.org/
8 months ago by @annakrause
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data
archive
dataarchive
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1ClimateBench | Zenodo
https://zenodo.org/record/7064308
8 months ago by @annakrause
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dataset
machinelearning
climate
benchmark
datasetmachinelearningclimatebenchmark
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1Audio Spectrogram Transformer
https://huggingface.co/docs/transformers/model_doc/audio-spectrogram-transformer
11 months ago by @annakrause
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idea:bee_audio_llm
idea:bee_audio_llm
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3Google "We Have No Moat, And Neither Does OpenAI"
https://www.semianalysis.com/p/google-we-have-no-moat-and-neither
a year ago by @annakrause
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transformer
training
llm
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1SuperGLUE Benchmark
SuperGLUE is a new benchmark styled after original GLUE benchmark with a set of more difficult language understanding tasks, improved resources, and a new public leaderboard..
a year ago by @annakrause
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idea:bee_audio_llm
idea:big_data_geo_2
transformer
superglue
idea:bee_audio_llmidea:big_data_geo_2transformersuperglue
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1AudioLM: a Language Modeling Approach to Audio Generation – Google AI Blog
https://ai.googleblog.com/2022/10/audiolm-language-modeling-approach-to.html
a year ago by @annakrause
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idea:bee_audio_llm
audio
llm
idea:bee_audio_llmaudiollm
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1Home - ClimEx Project
https://www.climex-project.org/en/
a year ago by @annakrause
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idea:big_data_geo_2
climate
extremes
idea:big_data_geo_2climateextremes
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1NeurIPS_ML4PS_2022_28.pdf
https://ml4physicalsciences.github.io/2022/files/NeurIPS_ML4PS_2022_28.pdf
a year ago by @annakrause
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idea:big_data_geo_2
transformer
climate
todo:read
idea:big_data_geo_2transformerclimatetodo:read
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1Vision Transformer Explained | Papers With Code
https://paperswithcode.com/method/vision-transformer
a year ago by @annakrause
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vit
code
idea:big_data_geo_2
visionTransformer
vitcodeidea:big_data_geo_2visionTransformer
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1atmorep.org
https://www.atmorep.org/
a year ago by @annakrause
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idea:bee_audio_llm
idea:big_data_geo_2
climatemodeling
climate
llm
idea:bee_audio_llmidea:big_data_geo_2climatemodelingclimatellm
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1GitHub - kahst/BirdNET-Analyzer: BirdNET analyzer for scientific audio data processing.
https://github.com/kahst/BirdNET-Analyzer
a year ago by @annakrause
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code
idea:bee_audio_llm
birdnet
codeidea:bee_audio_llmbirdnet
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1GitHub - lucidrains/audiolm-pytorch: Implementation of AudioLM, a SOTA Language Modeling Approach to Audio Generation out of Google Research, in Pytorch
https://github.com/lucidrains/audiolm-pytorch
a year ago by @annakrause
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code
idea:bee_audio_llm
pytorch
codeidea:bee_audio_llmpytorch
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1AudioLM
https://google-research.github.io/seanet/audiolm/examples/
a year ago by @annakrause
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idea:bee_audio_llm
audio
llm
idea:bee_audio_llmaudiollm
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1Merits and Demerits of ODE Modeling of Physicochemical Systems for Numerical Simulations
K. Yasui. Molecules, (2022)
3 months ago by @annakrause
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paper:ml4o3
neuralpde
neuralode
survey
paper:ml4o3neuralpdeneuralodesurvey
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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.
3 months ago by @annakrause
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paper:ml4o3
atmospheric_chemical
neural_solver
paper:ml4o3atmospheric_chemicalneural_solver
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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)
4 months ago by @annakrause
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idea:bee_audio_llm
audio
wavenet
idea:bee_audio_llmaudiowavenet
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1Breakfast Canyon Discovered in Honeybee Hive Weight Curves
N. Holst, and W. Meikle. Insects, 9 (4): 176-- (December 2018)
4 months ago by @annakrause
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idea:beeformer
beeconnected
breakfascanyon
todo:read
idea:beeformerbeeconnectedbreakfascanyontodo:read
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1A guide to convolution arithmetic for deep learning
V. Dumoulin, and F. Visin. (2018)
4 months ago by @annakrause
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convolution
teaching
convolutionteaching
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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)
4 months ago by @annakrause
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idea:remoformer
metnet
climate
idea:remoformermetnetclimate
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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)
4 months ago by @annakrause
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idea:remoformer
deeplearning
climate
idea:remoformerdeeplearningclimate
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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)
4 months ago by @annakrause
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idea:remoformer
climate
todo:read
idea:remoformerclimatetodo:read
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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)
4 months ago by @annakrause
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idea:remoformer
climate
ensemble
idea:remoformerclimateensemble
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3Dynamical Tests of a Deep-Learning Weather Prediction Model
G. Hakim, and S. Masanam. (2023)
4 months ago by @annakrause
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idea:remoformer
deeplearning
climate
idea:remoformerdeeplearningclimate
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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)
4 months ago by @annakrause
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transfer
idea:remoformer
climate
pretraining
transferidea:remoformerclimatepretraining
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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)
4 months ago by @annakrause
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idea:remoformer
transformer
climate
pretraining
idea:remoformertransformerclimatepretraining
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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)
4 months ago by @annakrause
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dataassimilation
idea:remoformer
dataaugmentation
climate
dataassimilationidea:remoformerdataaugmentationclimate
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21Finding structure in time
J. Elman. Cognitive Science, (1990)
4 months ago by @annakrause
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elman
RNN
original
deeplearning
elmanRNNoriginaldeeplearning
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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)
5 months ago by @annakrause
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idea:ecoglob
ndvi
ecomodelling
idea:ecoglobndviecomodelling
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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)
5 months ago by @annakrause
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readinggroup
idea:remoformer
idea:big_data_geo_2
transformer
readinggroupidea:remoformeridea:big_data_geo_2transformer
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1History of climate modeling
P. Edwards. WIREs Climate Change, 2 (1): 128-139 (2011)
5 months ago by @annakrause
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climate
history
climatehistory
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1PDEBENCH: An Extensive Benchmark for Scientific Machine Learning
M. Takamoto, T. Praditia, R. Leiteritz, D. MacKinlay, F. Alesiani, D. Pflüger, and M. Niepert. (2023)
5 months ago by @annakrause
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dataset
neuralpde
pdebench
benchmark
datasetneuralpdepdebenchbenchmark
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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)
5 months ago by @annakrause
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fno
neuralpde
climate
fourieroperator
todo:read
fnoneuralpdeclimatefourieroperatortodo:read
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3When are Neural ODE Solutions Proper ODEs?
K. Ott, P. Katiyar, P. Hennig, and M. Tiemann. CoRR, (2020)
5 months ago by @annakrause
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neuralpde
todo:read
neuralpdetodo:read
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