Statistics for Top 50 Results
Filter:
Domain Registration Date Filter
1
From RNNs to Transformers: benchmarking deep learning ...
https://egusphere.copernicus.org/preprints/2025/egusphere-2025-1706/
2
From RNNs to Transformers: benchmarking deep learning ...
https://www.researchgate.net/publication/391154003_From_RNNs_to_Transformers_benchmarking_deep_learning_architectures_for_hydrologic_prediction
3
[PDF] ”From RNNs to Transformers: benchmarking deep learning ...
https://egusphere.copernicus.org/preprints/2025/egusphere-2025-1706/egusphere-2025-1706-RC1-supplement.pdf
4
Probing the limit of hydrologic predictability with the ...
https://www.sciencedirect.com/science/article/abs/pii/S0022169424007844
8
Jiangtao Liu's research works | Pennsylvania State University ...
https://www.researchgate.net/scientific-contributions/Jiangtao-Liu-2178697266
9
[2306.12384] Probing the limit of hydrologic predictability with ...
https://arxiv.org/abs/2306.12384
10
A critical review of RNN and LSTM variants in hydrological time ...
https://pmc.ncbi.nlm.nih.gov/articles/PMC11422155/
11
Transformer neural networks for interpretable flood forecasting
https://www.sciencedirect.com/science/article/abs/pii/S136481522200281X
12
A novel deep learning rainfall–runoff model based on ...
https://iwaponline.com/hr/article/55/5/576/102130/A-novel-deep-learning-rainfall-runoff-model-based
13
Leveraging Recurrent Neural Networks for Flood Prediction ...
https://www.mdpi.com/2306-5338/12/4/90
14
Application of a hybrid algorithm of LSTM and Transformer ...
https://www.nature.com/articles/s41598-024-62127-7
15
Using Deep Learning in Ensemble Streamflow Forecasting ...
https://agupubs.onlinelibrary.wiley.com/doi/full/10.1029/2024MS004582
16
S-Transformer: a new deep learning model enhanced by ...
https://link.springer.com/article/10.1007/s12145-025-01845-6
17
From RNNs to Transformers: A Paradigm Shift in Deep Learning
https://www.linkedin.com/pulse/from-rnns-transformers-paradigm-shift-deep-learning-amal-vinob-6edcc
18
a case study for 24-h streamflow prediction | Water Science ...
https://iwaponline.com/wst/article/89/9/2326/101527/Enhancing-hydrological-modeling-with-transformers
20
Investigating the Performance of the Informer Model for ...
https://www.preprints.org/manuscript/202408.1084/v1
21
A novel application of transformer neural network (TNN) for ...
https://link.springer.com/article/10.1007/s13201-022-01834-w
23
[PDF] Towards Generalized Hydrological Forecasting using ... - SSRN
https://papers.ssrn.com/sol3/Delivery.cfm/bebf4e98-96c3-4804-8f78-da8996016f61-MECA.pdf?abstractid=4907253&mirid=1
24
[PDF] A Systematic Review of Deep Learning Applications in ...
https://eartharxiv.org/repository/object/3617/download/7218/
25
[PDF] A comprehensive review of deep learning applications in ...
https://par.nsf.gov/servlets/purl/10290895
26
Towards Accurate Flood Predictions: A Deep Learning ... - MDPI
https://www.mdpi.com/2073-4441/16/23/3368
27
Publications - Probing The Limit of Hydrologic Predictability ...
https://eesm.science.energy.gov/publications/probing-limit-hydrologic-predictability-transformer-network
31
Benchmarking deep learning model estimates of hydrologic ...
https://ui.adsabs.harvard.edu/abs/2022AGUFM.H32R1145H/abstract
33
[PDF] Physics-informed machine learning in geotechnical engineering
https://strathprints.strath.ac.uk/92992/1/Yuan-etal-GG-2025-Physics-informed-machine-learning-in-geotechnical-engineering.pdf
34
[PDF] Training-free Neural Architecture Search for RNNs and ...
https://aclanthology.org/2023.acl-long.142.pdf
36
Towards Drought Modeling in South Asia - IEEE Xplore
https://ieeexplore.ieee.org/iel8/6287639/6514899/10988598.pdf
37
From data to action in flood forecasting leveraging graph neural ...
https://www.nature.com/articles/s41598-024-68857-y
38
Temporal Fusion Transformers for streamflow Prediction - Scribd
https://www.scribd.com/document/847210098/Temporal-Fusion-Transformers-for-streamflow-Prediction
40
Regional hydrological modelling with deep convolutional ...
https://agu.confex.com/agu/fm20/meetingapp.cgi/Paper/678145
41
Exploring Transformer Architecture in Predictive Hydrologic ...
https://ui.adsabs.harvard.edu/abs/2023AGUFM.H33B..04L/abstract
42
[PDF] ConvEntion: Astronomical Image Time Series Classification ...
https://www.lirmm.fr/~chaumont/publications/ConvEntion_Bairouk_Chaumont_Fouchez_Pasquet_Comby_Bautista_2023.pdf
43
A Holistic Guide to the Transformer Neural Network Architecture
https://deeprevision.github.io/posts/001-transformer/
44
[PDF] CURRICULUM - NITK Surathkal
https://www.nitk.ac.in/design-system/Docs/Curriculum/PG_Curriculum_2013.pdf
46
Jimmy Lin » Publications - University of Waterloo
https://cs.uwaterloo.ca/~jimmylin/publications/index.html
47
[PDF] Annual-Report-2021-2022-Final.pdf - IIT Madras
https://www.iitm.ac.in/sites/default/files/Annual%20Reports/Annual-Report-2021-2022-Final.pdf
48
Publications - University of Technology Sydney
https://web-tools.uts.edu.au/publications/search.cfm?unitId=394&year=2008
49
[PDF] Annual Report - Council of Indian Institute of Technology
https://www.iitsystem.ac.in/sites/default/files/annualreport/3/IITMadras-Annual-report-2019-20.pdf
50
Student Theses: Diploma, Master, Bachelor, SEP, IDP
https://www.cs.cit.tum.de/en/sccs/research/publications/publicationpages/student-theses-diploma-master-bachelor-sep-idp/