Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces | Paper Citation Record

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 1

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This paper cites Mahmoud, T.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Mahmoud, T

Reference 4

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This paper cites Jaswal, A.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Jaswal, A

Reference 5

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 7

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This paper cites Walunj, A.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Walunj, A

Reference 8

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This paper cites Kaniowski, R.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Kaniowski, R

Reference 9

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This paper cites Ranjan, A.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Ranjan, A

Reference 10

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 11

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 12

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This paper cites Kumar, B.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Kumar, B

Reference 13

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 14

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 15

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 17

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 18

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 19

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Observation 32c3d827-6c39-4fbd-999a-4318aacc6f90 · outbound

This paper cites Jiang, X.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Jiang, X

Reference 20

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 21

Resolution: verified exact; doi, observed 2026-08-10T10:08:12.720736Z

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 22

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 23

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 24

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 25

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Observation a2f736f2-2794-4784-a20b-93b170a959d7 · outbound

This paper cites Cooke, S.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Cooke, S

Reference 26

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Observation 091d128d-b320-409f-a7ec-184c9a80f4bf · outbound

This paper cites Kalani, S.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Kalani, S

Reference 27

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This paper cites Kalani, S.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Kalani, S

Reference 28

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 29

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 30

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 31

Resolution: verified exact; doi, observed 2026-08-10T10:08:12.549949Z

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Observation 9add0d73-be94-4b25-a38a-38504d9fa30b · outbound

This paper cites Pioro, Experimental evaluation of constants for the rohsenow pool boiling correlation, International Journal of Heat and Mass Transfer 42 (1999) 2003–2013.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Pioro, Experimental evaluation of constants for the rohsenow pool boiling correlation, International Journal of Heat and Mass Transfer 42 (1999) 2003–2013

Reference 32

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Observation d6f47b15-d775-4faa-badd-d5be5e41bfd2 · outbound

This paper cites Stephan, M.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Stephan, M

Reference 33

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 34

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 35

Resolution: verified exact; doi, observed 2026-08-10T10:08:12.524591Z

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Observation 56925524-bd8f-4b0f-81be-a54b230356d1 · outbound

This paper cites Labuntsov, Heat transfer problems with nucleate boiling of liquids, Therm.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Labuntsov, Heat transfer problems with nucleate boiling of liquids, Therm

Reference 36

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Observation 53530c88-fcf2-4fed-8aa3-2142163fadbf · outbound

This paper cites Gorenflo, D.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Gorenflo, D

Reference 37

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Observation 7cfa0c3f-7376-4ff4-8a6a-60a5c16a9db3 · outbound

This paper cites Kruzhilin, Free-convection transfer of heat from a horizontal plate and boiling liquid, Doklady AN SSSR (reports of the USSR Academy of Sciences) 58 (1947) 1657–1660.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Kruzhilin, Free-convection transfer of heat from a horizontal plate and boiling liquid, Doklady AN SSSR (reports of the USSR Academy of Sciences) 58 (1947) 1657–1660

Reference 38

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Observation 6bcf914f-1fef-41d8-9fbd-4d965305ac3c · outbound

This paper cites HussainTarrad, D.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces HussainTarrad, D

Reference 39

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Cornwell, S

Reference 40

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Observation 86cfb7b6-75c2-42b6-beb1-8e84e0f95bbb · outbound

This paper cites Cooper, Heat flow rates in saturated nucleate pool boiling-a wide-ranging examination using reduced properties, in: J.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Cooper, Heat flow rates in saturated nucleate pool boiling-a wide-ranging examination using reduced properties, in: J

Reference 41

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Observation 7cd92041-7f07-4f8c-9837-198c31c8c167 · outbound

This paper cites Stephan, P.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Stephan, P

Reference 42

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Observation a9d1a44d-0e70-4769-abb9-dbf525975424 · outbound

This paper cites Ribatski, J.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Ribatski, J

Reference 43

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This paper cites Kichigin, N.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Kichigin, N

Reference 44

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 45

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 46

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 47

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This paper cites Shanmugam, L.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Shanmugam, L

Reference 48

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This paper cites Shanmugam, L.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Shanmugam, L

Reference 49

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

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Observation fea2c793-b2bd-4679-b0ee-94fab8aa1ae1 · outbound

This paper cites Traverso, F.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Traverso, F

Reference 51

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This paper cites Loyola-Fuentes, S.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Loyola-Fuentes, S

Reference 52

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

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This paper cites Huang, J.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Huang, J

Reference 54

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

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This paper cites Khosravi, J.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Khosravi, J

Reference 56

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Observation e614428f-6ed6-4250-b205-b53b20104ea8 · outbound

This paper cites Alizadehdakhel, M.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Alizadehdakhel, M

Reference 57

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Observation 425d9733-d9e9-4662-ad78-886e938e08f1 · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

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Observation 663031d1-adda-4bd7-9866-4a38bf77a0a8 · outbound

This paper cites Azizi, E.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Azizi, E

Reference 59

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This paper cites Vijay, S.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Vijay, S

Reference 60

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This paper cites Modelling of nucleate pool boiling on coated substrates using machine learning and empirical approaches.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Modelling of nucleate pool boiling on coated substrates using machine learning and empirical approaches

Reference 61

Resolution: verified exact; local_arxiv, observed 2026-08-10T10:08:14.559573Z

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Observation 5485848b-ff72-482d-b477-502a9bac9be3 · outbound

This paper cites an unresolved cited work.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 62

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Observation cbabf673-4e71-4753-94aa-644fa46e4866 · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 63

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Observation 460dc715-cb12-41e7-856f-f7605e9cfc00 · outbound

This paper cites Jalili, Y.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Jalili, Y

Reference 64

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Observation a2d9ffa1-7835-4c49-afa0-e9fae6755a6b · outbound

This paper cites an unresolved cited work.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 65

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 66

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Observation a7d6c68e-0b92-49ac-a6d7-acc58edc7f7f · outbound

This paper cites an unresolved cited work.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 67

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 68

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Observation 382c988b-5639-44eb-8ffe-bee8406b4d7f · outbound

This paper cites Fritz, Berechnung des maximalvolumes von dampfblasen, Physik.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Fritz, Berechnung des maximalvolumes von dampfblasen, Physik

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 70

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Ahsan, M

Reference 71

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This paper cites Schmidhuber, Deep learning in neural networks: An overview, Neural Networks 61 (2015) 85–117.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Schmidhuber, Deep learning in neural networks: An overview, Neural Networks 61 (2015) 85–117

Reference 72

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This paper cites Bishop, Pattern Recognition and Machine Learning, Springer, 2006.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Bishop, Pattern Recognition and Machine Learning, Springer, 2006

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-10T10:08:11.481350Z

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Observation be62bb7f-98c2-493b-83f7-c8610241b425 · outbound

This paper cites Cybenko, Continuous valued neural networks with two hidden layers are sufficient, department of computer science, Trfts.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Cybenko, Continuous valued neural networks with two hidden layers are sufficient, department of computer science, Trfts

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Observation aaf2db68-4e60-455f-93a5-49ef3c3a3495 · outbound

This paper cites Chen, Back-propagation neural networks for nonlinear self-tuning adaptive control, IEEE Control Systems Magazine 10 (1990) 44–48.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Chen, Back-propagation neural networks for nonlinear self-tuning adaptive control, IEEE Control Systems Magazine 10 (1990) 44–48

Reference 75

Resolution: verified exact; doi, observed 2026-08-10T10:08:11.996165Z

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Observation 7e1aadfd-04ae-4a5a-aed4-0c7b4bf72efb · outbound

This paper cites Deep Learning using Rectified Linear Units (ReLU).

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Deep Learning using Rectified Linear Units (ReLU)

Reference 76

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Maniatopoulos, N

Reference 77

Resolution: verified exact; doi, observed 2026-08-10T10:08:11.934690Z

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Observation fa1b7685-047b-440d-b584-80c2079f61e2 · outbound

This paper cites Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs).

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Fast and Accurate Deep Network Learning by Exponential Linear Units (ELUs)

Reference 78

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This paper cites An overview of gradient descent optimization algorithms.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces An overview of gradient descent optimization algorithms

Reference 79

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Duchi, E

Reference 80

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This paper cites ADADELTA: An Adaptive Learning Rate Method.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces ADADELTA: An Adaptive Learning Rate Method

Reference 81

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Observation f1c5fb41-b480-4410-af1e-9f93b8407ef6 · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Adam: A Method for Stochastic Optimization

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-10T10:08:11.543728Z

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This paper cites Tibshirani, Regression shrinkage and selection via the lasso, Journal of the Royal Statistical Society: Series B (Methodological) 58 (2018) 267–288.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Tibshirani, Regression shrinkage and selection via the lasso, Journal of the Royal Statistical Society: Series B (Methodological) 58 (2018) 267–288

Reference 83

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 84

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 86

Resolution: verified exact; doi, observed 2026-08-10T10:08:11.879099Z

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Observation e0775913-5224-4b9c-8213-fb063637c9aa · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 87

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Observation 81ac7eaf-c9c1-4641-9acf-60201f878df3 · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Acu˜ na, F

Reference 88

Resolution: verified exact; doi, observed 2026-08-10T10:08:11.859731Z

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Observation 962b40a4-f6a7-4353-86a8-8a69007335dc · outbound

This paper cites Fix, Discriminatory analysis: nonparametric discrimination, consistency properties, volume 1, USAF school of Aviation Medicine, 1985.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Fix, Discriminatory analysis: nonparametric discrimination, consistency properties, volume 1, USAF school of Aviation Medicine, 1985

Reference 89

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Observation 0ecc06ba-2868-4f34-a117-19b054b12453 · outbound

This paper cites Cover, P.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Cover, P

Reference 90

Resolution: verified exact; arxiv_id_nonexistent, observed 2026-08-10T10:08:13.775722Z

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Observation f5e8dd03-1d93-48e7-89d3-109032295a24 · outbound

This paper cites Breiman, Random forests, Machine Learning 45 (2001) 5–32.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Breiman, Random forests, Machine Learning 45 (2001) 5–32

Reference 91

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Geurts, D

Reference 92

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 93

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Bergstra, Y

Reference 94

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 95

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Pedregosa, G

Reference 96

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces PyTorch: An Imperative Style, High-Performance Deep Learning Library

Reference 97

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 98

Resolution: verified exact; doi, observed 2026-08-10T10:08:11.819808Z

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Observation 21517f75-0fe4-4508-b140-82fbf7e19ab3 · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 99

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Observation 15aec023-eb6e-4fcf-8c7d-84b1a76332c7 · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 100

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Unresolved cited work

Reference 101

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Moˇ ze, M

Reference 102

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Observation bca8caf5-f25e-4732-989a-42a8176d5af0 · outbound

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Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Jaikumar, S

Reference 103

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Observation f2e0ed50-99a5-4a31-ad4f-266202bd8f31 · outbound

This paper cites Yao, Y.-W.

Empirical modeling and hybrid machine learning framework for nucleate pool boiling on microchannel structured surfaces Yao, Y.-W

Reference 104

Resolution: verified exact; doi, observed 2026-08-10T10:08:11.733562Z

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