Geometric deep learning assists protein engineering. Opportunities and Challenges | Paper Citation Record

Observation abbea9a3-577b-4753-ac4b-8c4f2a7dd0ea · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:19.622170Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c28b6c7f-072f-42e3-934e-5c10015adba5 · outbound

This paper cites J., Bambrick, J., et al.

Geometric deep learning assists protein engineering. Opportunities and Challenges J., Bambrick, J., et al

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:19.700930Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c7315144-9924-4294-a6c1-58a938ca89d0 · outbound

This paper cites and Das, R.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Das, R

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:19.765065Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0fd9f64d-3d00-4f32-a9ee-1b204a338561 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:19.857158Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6bf5b7be-40a7-48ea-a647-15acc154ed96 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:19.942136Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 88630349-7ca3-4fe0-b0af-67e30eca77b8 · outbound

This paper cites Geometric Deep Learning on Molecular Representations.

Geometric deep learning assists protein engineering. Opportunities and Challenges Geometric Deep Learning on Molecular Representations

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.041021Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd26bdad-57f6-42c1-92eb-82239db7bc0c · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.110471Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9146f97e-8885-4843-8335-221c22885107 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.208657Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04401bb9-71cc-45a4-a783-13479804ec0e · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.315895Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6c98ef1-72a7-4e51-bf0d-86534ed8dd4d · outbound

This paper cites R., Wang, J., Cong, Q., Kinch, L.

Geometric deep learning assists protein engineering. Opportunities and Challenges R., Wang, J., Cong, Q., Kinch, L

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.404030Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f02a6b14-0847-4c9a-939e-0edede69727d · outbound

This paper cites Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch.

Geometric deep learning assists protein engineering. Opportunities and Challenges Graph Neural Network Training Systems: A Performance Comparison of Full-Graph and Mini-Batch

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.468192Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43f1da00-ebe2-4a5e-afac-29718850a658 · outbound

This paper cites Efficient GNN Training Through Structure-Aware Randomized Mini-Batching.

Geometric deep learning assists protein engineering. Opportunities and Challenges Efficient GNN Training Through Structure-Aware Randomized Mini-Batching

Reference 12

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:48:35.640130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 391b178b-7ad2-4ad4-8cac-467ea10aaddd · outbound

This paper cites S., Elvati, P., Kozarekar, S., VanEpps, J.

Geometric deep learning assists protein engineering. Opportunities and Challenges S., Elvati, P., Kozarekar, S., VanEpps, J

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.638926Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac810dc3-6e6a-43ab-bcf5-c28fdea8e4f6 · outbound

This paper cites A., Olivares-Gil, A., Rodr \' guez, J.

Geometric deep learning assists protein engineering. Opportunities and Challenges A., Olivares-Gil, A., Rodr \' guez, J

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.698425Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10dce55f-f617-4c44-bbb6-a9c6f9f2aa36 · outbound

This paper cites A., Olivares-Gil, A., Rodríguez, J.

Geometric deep learning assists protein engineering. Opportunities and Challenges A., Olivares-Gil, A., Rodríguez, J

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.770613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 47bdb9d3-fbbe-4034-ac10-1b83e27ba2da · outbound

This paper cites Relational inductive biases, deep learning, and graph networks.

Geometric deep learning assists protein engineering. Opportunities and Challenges Relational inductive biases, deep learning, and graph networks

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.876430Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cc65adc4-0b7a-4c72-a0d2-fc7379700495 · outbound

This paper cites and Wang, B.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Wang, B

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:20.964528Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 19e77adb-b382-4b02-b725-2cc86763f7b3 · outbound

This paper cites M., Lima, A.

Geometric deep learning assists protein engineering. Opportunities and Challenges M., Lima, A

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.022312Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f71077a1-c0ef-4c82-a890-60d3dfeab647 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.146031Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2df56390-6d4a-4297-bb7e-3089814a6321 · outbound

This paper cites C., Esvelt, K.

Geometric deep learning assists protein engineering. Opportunities and Challenges C., Esvelt, K

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.209718Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 55e392a8-b923-4006-9ec2-811ef4df48aa · outbound

This paper cites M., Bruna, J., Cohen, T., and Veličković, P.

Geometric deep learning assists protein engineering. Opportunities and Challenges M., Bruna, J., Cohen, T., and Veličković, P

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.308954Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 28c37743-79c8-4b38-849d-c0fce60a1508 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.395368Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec9f993b-4883-4a73-99bc-f208a9d0d7a5 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.467994Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12821730-1afc-4b52-8031-72e34327a0a0 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.522532Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d163357-7ffb-44eb-927f-787b57aac087 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.594466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4bdd19b5-4a89-4fc3-a3be-35a6a8594356 · outbound

This paper cites R., He, X., and Fushimi, R.

Geometric deep learning assists protein engineering. Opportunities and Challenges R., He, X., and Fushimi, R

Reference 26

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.644114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 611f3af0-4b5e-4e7d-8724-fac678c47234 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 27

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.711903Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d6081607-b062-4397-a508-d216fcb24b04 · outbound

This paper cites and Bailey-Kellogg, C.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Bailey-Kellogg, C

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.767889Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 44d3e21b-49c4-4ab1-b817-54ed6b186183 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.819639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 236b3688-039b-4336-abba-5b818cb7a89b · outbound

This paper cites J., Milles, L.

Geometric deep learning assists protein engineering. Opportunities and Challenges J., Milles, L

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:21.943656Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfadfcdf-b89c-4004-8770-6aea0275fc01 · outbound

This paper cites Learning from spatially inhomogenous data: resolution-adaptive convolutions for multiple sclerosis lesion segmentation.

Geometric deep learning assists protein engineering. Opportunities and Challenges Learning from spatially inhomogenous data: resolution-adaptive convolutions for multiple sclerosis lesion segmentation

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.003140Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 371f7e9f-4e1c-4eef-8d48-3546e0173805 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.049261Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dac1bc52-7c6b-4eb3-95e6-43c1e5f8fd87 · outbound

This paper cites O., Dirks, R.

Geometric deep learning assists protein engineering. Opportunities and Challenges O., Dirks, R

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.125607Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation acaded21-f68e-440a-9240-c61cf8d56f6c · outbound

This paper cites and Malliaros, F.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Malliaros, F

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.173284Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 369639a5-44c7-42d3-8f32-5c139acc7533 · outbound

This paper cites P., Joshi, C.

Geometric deep learning assists protein engineering. Opportunities and Challenges P., Joshi, C

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.236067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 745ac646-1ea4-4592-94fa-22c60fe264ab · outbound

This paper cites L., and Birol, I.

Geometric deep learning assists protein engineering. Opportunities and Challenges L., and Birol, I

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.341893Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cb29a95-d1ab-4ee0-9b86-b358f7cc41cc · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 37

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.480627Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 734c9dd1-c76d-4652-99c5-f09e1d8d5662 · outbound

This paper cites M., and Correia, B.

Geometric deep learning assists protein engineering. Opportunities and Challenges M., and Correia, B

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.685515Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e99ed07-6cfe-4dc9-8e47-4858189840e2 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.786363Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d717b4e-db60-457c-b31e-740e9634ab74 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:22.933848Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 04d1f59f-4f27-4034-a408-c972ac26dccd · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 41

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.039883Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 134abf7d-781f-4fab-a22f-c5020ddf3ad3 · outbound

This paper cites D., Kosciolek, T., Leman, J.

Geometric deep learning assists protein engineering. Opportunities and Challenges D., Kosciolek, T., Leman, J

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.168408Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation db645dd4-1752-4615-9596-5a51f0c57753 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.292191Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0c8f4877-5ae9-4586-9c12-d8fe1be106e5 · outbound

This paper cites G., Hotzel, I., Lafrance-Vanasse, J., Rajpal, A., Cho, K., and Wilson, A.

Geometric deep learning assists protein engineering. Opportunities and Challenges G., Hotzel, I., Lafrance-Vanasse, J., Rajpal, A., Cho, K., and Wilson, A

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.360094Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a193a79-e596-4558-b492-cda7668b92ca · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.428108Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 914fb957-d78b-443c-a955-b986b0697e9d · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 46

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.531283Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2aacb24e-ff7b-4fd9-ae7c-4321afccd6ac · outbound

This paper cites G., Gharabli, H., Acevedo-Rocha, C.

Geometric deep learning assists protein engineering. Opportunities and Challenges G., Gharabli, H., Acevedo-Rocha, C

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.627146Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bbd2ea7d-24f4-42da-8c16-2a36b5b18dc1 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.714110Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aad1b4b2-df75-49ab-885f-c7b56c534289 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.790467Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79649a30-7ace-42c2-9c41-597ce228c986 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.866429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bf680060-0983-4b3f-8091-304b6c326530 · outbound

This paper cites Strategies for Pre-training Graph Neural Networks.

Geometric deep learning assists protein engineering. Opportunities and Challenges Strategies for Pre-training Graph Neural Networks

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.905198Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ec2cdf22-5d2b-4f50-801d-ff205afcabd2 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 52

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:23.973963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ce02a9b-719e-4638-bbb5-2775abae4be6 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 53

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.045553Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b7c96adb-00b4-43e1-80f9-a7d53661af97 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 54

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.105113Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01df0453-4ea2-4bc2-8bbc-0d3c53980a65 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.186362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f91077f1-c519-47ea-9edd-44e9c749ede8 · outbound

This paper cites B., Baranov, M., Costello, Z., Barber, K.

Geometric deep learning assists protein engineering. Opportunities and Challenges B., Baranov, M., Costello, Z., Barber, K

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.228875Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d9d49236-923c-4345-bb9f-479941f215e9 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.324472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6a2bca8-0562-460a-a115-eb16cfd39dff · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 58

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.400842Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 33fcd80b-1871-40b8-84ba-66d0def1ed67 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 59

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.479215Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 796e172b-344e-41ba-84f8-8fe7dddf7851 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.519613Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2cc5560b-3f55-4829-aa07-d895d77fcfc1 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.557461Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79e5221e-d2cb-4cbf-a2fd-d60c278aa7b5 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.630282Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d84d41f-ef77-46c3-822f-c31bee3dfc60 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.709223Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dd506a11-a708-492a-b0cb-3aecb01a0985 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.780498Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ccdeb8d6-a028-4938-8030-18d89ef66620 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.872709Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6564bc2f-84ec-492d-9007-f1d6d0a31ada · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.936141Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa62a1bd-539d-40f3-93c2-153fa37a1d0f · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:24.974017Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8a10380-9099-4756-b333-934f9dd8d662 · outbound

This paper cites A Survey on Explainability of Graph Neural Networks.

Geometric deep learning assists protein engineering. Opportunities and Challenges A Survey on Explainability of Graph Neural Networks

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.076911Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad01c066-e981-4029-8c53-5abf0632483d · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.161782Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 53d03078-3ed0-41bf-bdb7-ca5449d64062 · outbound

This paper cites Variational Graph Auto-Encoders.

Geometric deep learning assists protein engineering. Opportunities and Challenges Variational Graph Auto-Encoders

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.236780Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43ccf49a-d79d-4fa5-8da2-a573ec8b4373 · outbound

This paper cites E., and Kolinski, A.

Geometric deep learning assists protein engineering. Opportunities and Challenges E., and Kolinski, A

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.296675Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 10ebd110-bb89-47bf-9201-d781e5bf8ed4 · outbound

This paper cites F., Abriata, L.

Geometric deep learning assists protein engineering. Opportunities and Challenges F., Abriata, L

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.371962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 24bc2f83-8f42-4117-b723-70f0ae0de3fa · outbound

This paper cites F., Meireles, F.

Geometric deep learning assists protein engineering. Opportunities and Challenges F., Meireles, F

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.468542Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fea7ed9-d90c-4222-b069-02a8aafc4e38 · outbound

This paper cites R., Morey-Burrows, F.

Geometric deep learning assists protein engineering. Opportunities and Challenges R., Morey-Burrows, F

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.552268Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b43535b7-0daf-4775-93dd-e64fa47745a3 · outbound

This paper cites A Model-Centric Review of Deep Learning for Protein Design.

Geometric deep learning assists protein engineering. Opportunities and Challenges A Model-Centric Review of Deep Learning for Protein Design

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.620692Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fb68a42-b5dd-4b11-b497-2a80d9661a4e · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.708463Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ca58eb51-6fd4-4a53-b15b-4c3677ccaa9f · outbound

This paper cites PepGB: Facilitating peptide drug discovery via graph neural networks.

Geometric deep learning assists protein engineering. Opportunities and Challenges PepGB: Facilitating peptide drug discovery via graph neural networks

Reference 77

Resolution: verified exact; local_arxiv, observed 2026-08-06T23:48:35.458885Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 416fca97-0582-4064-a804-73e7956c4e4c · outbound

This paper cites and Ming, D.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Ming, D

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.861100Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6d5651a2-160d-4fc5-b5f8-a06297cb176e · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:25.925373Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 029efd23-ecc6-4425-8650-6668928e89d6 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.027256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5ec46277-64b7-45a3-a65f-2598c63f32c7 · outbound

This paper cites and Liu, Z.-P.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Liu, Z.-P

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.068863Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 84c093aa-d8b6-4a82-a3a3-34ac15846a40 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.157466Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22e1333c-b972-4049-b05b-bb4a58cd6efb · outbound

This paper cites From thermodynamics to protein design: Diffusion models for biomolecule generation towards autonomous protein engineering.

Geometric deep learning assists protein engineering. Opportunities and Challenges From thermodynamics to protein design: Diffusion models for biomolecule generation towards autonomous protein engineering

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.239174Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 293c239c-7d5f-4947-ac3b-3aa9082e76e0 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.354152Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d7d64765-38ce-45d1-8023-95c3426c6bd9 · outbound

This paper cites C., Tresadern, G., and Bonnet, P.

Geometric deep learning assists protein engineering. Opportunities and Challenges C., Tresadern, G., and Bonnet, P

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.418763Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d8b73ef-17df-46a4-a413-e2f24618ea8a · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.501190Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1422f490-5d87-4ee4-9230-ee0866e46e0f · outbound

This paper cites and AlQuraishi, M.

Geometric deep learning assists protein engineering. Opportunities and Challenges and AlQuraishi, M

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.604130Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aa341870-fc30-4e59-90c9-482aba30f5fb · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 88

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.705887Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5b6ddc6d-f4c4-44ed-a02d-7ffa12cbd2d5 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 89

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.768272Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb2c56b7-2afb-47dc-95bf-25b78443ef72 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 90

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.848266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cdeff23-110d-4dd3-9aeb-5562d17acd61 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 91

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:26.935390Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 78c0c18e-e366-470d-9133-40dae0ce2c64 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 92

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.012597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d60a6387-744f-4830-93b7-6fd0ca9a8dc0 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 93

Resolution: verified exact; raw_fallback, observed 2026-08-06T23:48:35.169739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-15T06:32:42.880941+00:00.

Observation 04ad610c-b512-4223-8062-c73f1e19b943 · outbound

This paper cites Aligning Protein Conformation Ensemble Generation with Physical Feedback.

Geometric deep learning assists protein engineering. Opportunities and Challenges Aligning Protein Conformation Ensemble Generation with Physical Feedback

Reference 94

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.172986Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9b19f35b-6f4a-4523-af5a-fa604665ac43 · outbound

This paper cites A., Tolomei, G., De Rijke, M., and Silvestri, F.

Geometric deep learning assists protein engineering. Opportunities and Challenges A., Tolomei, G., De Rijke, M., and Silvestri, F

Reference 95

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.243833Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb992070-9089-4926-a400-e4d7d2ddb695 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 96

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.341397Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5cf08f9f-8bd3-4e96-87e3-a81fbd9b682f · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 97

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.444734Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 99902830-76f9-49cf-8c66-aad3d0d49c15 · outbound

This paper cites an unresolved cited work.

Geometric deep learning assists protein engineering. Opportunities and Challenges Unresolved cited work

Reference 98

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.518412Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 679c667c-d663-48ad-a9c0-a0b134322287 · outbound

This paper cites and Tarakanova, A.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Tarakanova, A

Reference 99

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.580296Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ee82276f-a427-4a71-8d4a-9c3650ae8bb0 · outbound

This paper cites and Bayzid, M.

Geometric deep learning assists protein engineering. Opportunities and Challenges and Bayzid, M

Reference 100

Resolution: unresolved; no resolver link, observed 2026-08-06T23:48:27.653483Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Coverage vector

Reference resolution

Outbound references

Pith citing papers