Standout Papers

Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems 2022 2026 2023 2024272
  1. Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems (2022)
    Jared Willard, Xiaowei Jia et al. ACM Computing Surveys

Immediate Impact

1 from Science/Nature 59 standout
Sub-graph 1 of 22

Citing Papers

Knowledge-guided machine learning can improve carbon cycle quantification in agroecosystems
2024 Standout
A review on physics-informed data-driven remaining useful life prediction: Challenges and opportunities
2024 Standout
1 intermediate paper

Works of Jared Willard being referenced

Integrating Scientific Knowledge with Machine Learning for Engineering and Environmental Systems
2022 Standout
Process‐Guided Deep Learning Predictions of Lake Water Temperature
2019

Author Peers

Author Last Decade Papers Cites
Jared Willard 279 254 144 10 658
T.M.K.G. Fernando 419 310 230 8 631
Murat Alp 381 295 125 26 686
Michael Edward Hohn 345 85 143 6 758
Lingling Ni 371 333 284 12 578
Dong Wang 296 394 243 37 789
M. S. Bartlett 124 167 248 31 768
Roozbeh Moazenzadeh 327 234 253 15 677
Guillermo Barrenetxea 126 146 87 25 773
Fang‐Pang Lin 79 208 168 20 655
Hossien Riahi-Madvar 371 333 138 23 741

All Works

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2026