Inverse Design of Amorphous Materials with Targeted Properties | Paper Citation Record

Observation e6407ddb-1c7f-49a5-93d1-00f169028001 · outbound

This paper cites Ini- tial structures were generated from varying compositions of the glass formers SiO 2 and P 2O5, and the modifiers Al2O3 Li2O, BeO, K 2O, CaO, TiO 2, BaO and ZnO.

Inverse Design of Amorphous Materials with Targeted Properties Ini- tial structures were generated from varying compositions of the glass formers SiO 2 and P 2O5, and the modifiers Al2O3 Li2O, BeO, K 2O, CaO, TiO 2, BaO and ZnO

Reference 1

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Observation 8609cff7-5e52-4ee4-b609-00bd843c36ef · outbound

This paper cites Each of the three datasets consisted of 10,000 samples containing 256 Si atoms.

Inverse Design of Amorphous Materials with Targeted Properties Each of the three datasets consisted of 10,000 samples containing 256 Si atoms

Reference 2

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Observation 25931112-bf6e-4ba2-a397-7da0b987d6bf · outbound

This paper cites Simulations were performed using the Tersoff potential parameterized by Munetohet al.[ 66].

Inverse Design of Amorphous Materials with Targeted Properties Simulations were performed using the Tersoff potential parameterized by Munetohet al.[ 66]

Reference 3

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Observation 20b5ed19-e4f5-4324-b3b1-65b12f5cfbc8 · outbound

This paper cites The forward diffusion process provides ground truth for noisy samples at intermediate stepsx t and noise compo- nents to supervise the score functions θ.

Inverse Design of Amorphous Materials with Targeted Properties The forward diffusion process provides ground truth for noisy samples at intermediate stepsx t and noise compo- nents to supervise the score functions θ

Reference 4

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Observation 48000b67-d6ea-47e9-823d-61e387320030 · outbound

This paper cites The graph G = (V,E ) provided to EGNN is a graph of the atoms in each sample x, calculated with a cutoff radius rcut = 6.5 ˚A.

Inverse Design of Amorphous Materials with Targeted Properties The graph G = (V,E ) provided to EGNN is a graph of the atoms in each sample x, calculated with a cutoff radius rcut = 6.5 ˚A

Reference 5

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Observation ff9b242a-90ed-4af2-bf5d-c3189623d1e8 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 6

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Observation 81aa571b-69f8-42fe-9fd6-f7f5237d431b · outbound

This paper cites The key difference between the standard score function and the energy-based variant lies in how noise components are predicted.

Inverse Design of Amorphous Materials with Targeted Properties The key difference between the standard score function and the energy-based variant lies in how noise components are predicted

Reference 7

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Observation 98550c1b-0ef9-438d-ba0e-595e17efecf0 · outbound

This paper cites The total system noise energy was given by, ˆEθ(x) = 1 σ(t) nX i=1 eX i +γ·e atom i ,(21) where γ is a learnable scale factor balancing the contribu- tion of atomic energies.

Inverse Design of Amorphous Materials with Targeted Properties The total system noise energy was given by, ˆEθ(x) = 1 σ(t) nX i=1 eX i +γ·e atom i ,(21) where γ is a learnable scale factor balancing the contribu- tion of atomic energies

Reference 8

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Observation cbbc5757-2dc6-492f-940f-8847273ca547 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 9

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Observation 314a8ccb-a100-4bfb-b3e0-3dcf0831ba5e · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 10

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Observation 70f850dc-4245-4f37-bbb3-360b4821d4cd · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 11

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Observation a8b3f694-98b0-47ec-bc1d-e873ed8b150f · outbound

This paper cites This accounted for the fact that ˆEθ becomes less smooth for lower σt.

Inverse Design of Amorphous Materials with Targeted Properties This accounted for the fact that ˆEθ becomes less smooth for lower σt

Reference 12

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Observation cc5a8ee4-8008-40a9-8166-6f9218fd77a8 · outbound

This paper cites S., Simine, L.

Inverse Design of Amorphous Materials with Targeted Properties S., Simine, L

Reference 13

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Observation 61427a95-ccab-4092-8288-d7b968b02dfc · outbound

This paper cites Inverse design in search of materials with target functionalities.Nat.

Inverse Design of Amorphous Materials with Targeted Properties Inverse design in search of materials with target functionalities.Nat

Reference 14

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Observation ea2f4a56-c00f-4328-a654-713d9a048d38 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 15

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 16

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Observation 44f849a4-2673-464a-ae94-607fb9e86116 · outbound

This paper cites & Sch¨ utt, K.

Inverse Design of Amorphous Materials with Targeted Properties & Sch¨ utt, K

Reference 17

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Observation 80b79926-37c5-490d-8baf-bfae541f4641 · outbound

This paper cites Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures.

Inverse Design of Amorphous Materials with Targeted Properties Data-Driven Approach to Encoding and Decoding 3-D Crystal Structures

Reference 18

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Observation 82342905-120d-4c56-9992-7394ce7b6f97 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 19

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Observation 961d4aa7-92ea-4ba3-896e-35d3a2ef6f8b · outbound

This paper cites J., Yildirim, B., Jain, A.

Inverse Design of Amorphous Materials with Targeted Properties J., Yildirim, B., Jain, A

Reference 20

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Observation c0c5244a-d222-4687-870b-3de0521803d1 · outbound

This paper cites Mater.7, 66 (2021).

Inverse Design of Amorphous Materials with Targeted Properties Mater.7, 66 (2021)

Reference 21

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Observation cf9a89a6-5847-421e-ac22-da5a51357bc1 · outbound

This paper cites & Schmidt, L.

Inverse Design of Amorphous Materials with Targeted Properties & Schmidt, L

Reference 22

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Observation f3a10ffb-fdc9-4f28-811f-aed55c9073b4 · outbound

This paper cites M., Chin-Cheong, K., Palumbo, E.

Inverse Design of Amorphous Materials with Targeted Properties M., Chin-Cheong, K., Palumbo, E

Reference 23

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Observation 1a318338-3edd-4f9b-8ef2-7ee324da51fe · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 24

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Observation bb520848-6990-4872-a0c0-7776927c6013 · outbound

This paper cites & Zhang, B.

Inverse Design of Amorphous Materials with Targeted Properties & Zhang, B

Reference 25

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Observation 3993064e-4788-4986-9afe-21a1b950a3f4 · outbound

This paper cites & Fletcher, A.

Inverse Design of Amorphous Materials with Targeted Properties & Fletcher, A

Reference 26

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Observation 9abc741a-8349-4092-aa10-9afb559614f1 · outbound

This paper cites & Abbeel, P.

Inverse Design of Amorphous Materials with Targeted Properties & Abbeel, P

Reference 27

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Observation 57bc4845-a2d3-4f70-971e-0d21c8786cd4 · outbound

This paper cites & Liu, Q.

Inverse Design of Amorphous Materials with Targeted Properties & Liu, Q

Reference 28

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Observation 972f4093-6e82-44eb-8c08-fa59dea066d0 · outbound

This paper cites & Jaakkola, T.

Inverse Design of Amorphous Materials with Targeted Properties & Jaakkola, T

Reference 29

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Observation 00979dc0-bf4b-4b72-b85f-c18740f51c59 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 30

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Observation 064e0865-37f2-40d3-b41a-aa38aca4b57f · outbound

This paper cites Learn.: Sci.

Inverse Design of Amorphous Materials with Targeted Properties Learn.: Sci

Reference 31

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Observation 140fa1db-f229-48ac-961a-e229538802b2 · outbound

This paper cites Grand canonical generative diffusion model for crystalline phases and grain boundaries.

Inverse Design of Amorphous Materials with Targeted Properties Grand canonical generative diffusion model for crystalline phases and grain boundaries

Reference 32

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Observation 32121e98-80b6-443b-835d-42701b86ed8c · outbound

This paper cites K.et al.Accelerated data-driven materials science with the materials project.Nat.

Inverse Design of Amorphous Materials with Targeted Properties K.et al.Accelerated data-driven materials science with the materials project.Nat

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Observation c69b6d9f-f2bf-44c8-984c-1d485d1f75ee · outbound

This paper cites G´ eoscience354, 35–77 (2022).

Inverse Design of Amorphous Materials with Targeted Properties G´ eoscience354, 35–77 (2022)

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Observation 9cff50e2-4580-44bd-ba8f-ce94af4bfbe2 · outbound

This paper cites A foundation model for atomistic materials chemistry.

Inverse Design of Amorphous Materials with Targeted Properties A foundation model for atomistic materials chemistry

Reference 35

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Observation 7de5257f-64c7-4ee8-8293-78fd882778b1 · outbound

This paper cites MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures.

Inverse Design of Amorphous Materials with Targeted Properties MatterSim: A Deep Learning Atomistic Model Across Elements, Temperatures and Pressures

Reference 36

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Observation a45fea5c-9763-49ce-a14d-bc2acf2fc0b7 · outbound

This paper cites Mater.11, 9 (2025).

Inverse Design of Amorphous Materials with Targeted Properties Mater.11, 9 (2025)

Reference 37

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Observation 3ff270e0-b84f-4208-9fb6-923da09868d8 · outbound

This paper cites & Zhang, L.

Inverse Design of Amorphous Materials with Targeted Properties & Zhang, L

Reference 38

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Observation 0ad266f1-d5ca-4a3f-96d5-e33eaae639db · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 39

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Observation dafb9bd4-810e-4a05-ab43-7c785a83b9e5 · outbound

This paper cites Boron-assisted synthesis of compositionally complex amorphous oxides via short-range-order-constrained generative design.

Inverse Design of Amorphous Materials with Targeted Properties Boron-assisted synthesis of compositionally complex amorphous oxides via short-range-order-constrained generative design

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Observation 168d9c71-ea73-4007-9f7c-f438d2159056 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties & Yang, Y

Reference 41

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Observation 5259edd1-9c7e-4787-81ef-22efa6192530 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties & Lewis, L

Reference 42

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 43

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 44

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Observation c2176559-3f03-49e1-a80e-7af2f7390b2f · outbound

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Inverse Design of Amorphous Materials with Targeted Properties & Wang, B

Reference 45

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Observation c3c1072d-5574-4716-b981-830bef02e48a · outbound

This paper cites Y., Bengio, Y.

Inverse Design of Amorphous Materials with Targeted Properties Y., Bengio, Y

Reference 46

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Observation 9e9142e1-fac8-4069-a44d-64090e9c909b · outbound

This paper cites & Schwalbe-Koda, D.

Inverse Design of Amorphous Materials with Targeted Properties & Schwalbe-Koda, D

Reference 47

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Observation 472fb474-8d25-46e0-b77c-07e5b95752a9 · outbound

This paper cites Score-Based Generative Modeling through Stochastic Differential Equations.

Inverse Design of Amorphous Materials with Targeted Properties Score-Based Generative Modeling through Stochastic Differential Equations

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Observation f10afdf7-2b12-4762-8538-9274dd7ecdaa · outbound

This paper cites Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets.

Inverse Design of Amorphous Materials with Targeted Properties Stable Video Diffusion: Scaling Latent Video Diffusion Models to Large Datasets

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Observation 318d1a02-01e7-4a34-b1bd-cbb5e46face2 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties InICLR(2024)

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Observation 222044e0-f0d2-4eaf-a08f-9045e4d83f3b · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 51

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Observation f932bb61-b3ec-4640-b959-e81dfed56a53 · outbound

This paper cites G., Hoogeboom, E.

Inverse Design of Amorphous Materials with Targeted Properties G., Hoogeboom, E

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Observation 84eb937f-237c-4aea-8832-27a1767243f8 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties & Smedskjaer, M

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Observation 4b37fb8d-4373-42ad-9d41-57bba377e04c · outbound

This paper cites J., Westover, A.

Inverse Design of Amorphous Materials with Targeted Properties J., Westover, A

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Observation 2671f3f3-8ab6-4d99-8393-c5f58ffe89da · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

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Observation 3da8887a-8fdb-4459-84ce-1cc1921df244 · outbound

This paper cites D., Pendleton, B.

Inverse Design of Amorphous Materials with Targeted Properties D., Pendleton, B

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Observation 45134daf-76d5-4fe1-8610-9f1f2d8ea671 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

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Observation d2e5ab7a-bc58-4ef7-b28d-0ecce7d9ea0c · outbound

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Inverse Design of Amorphous Materials with Targeted Properties N.et al.Composition-structure-property relations of compressed borosilicate glasses.Phys

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Observation c93e71da-fc1c-4f06-85da-cc359a609f99 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties Ring structure of the crystalline and amor- phous forms of silicon dioxide.J

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Observation 8da8a7a0-9075-4d2d-b39b-fe19198120fd · outbound

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Inverse Design of Amorphous Materials with Targeted Properties & Abrikosov, I

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Observation 6bbc781e-d457-4e76-8446-36af13b40f5e · outbound

This paper cites & De Souza, V.

Inverse Design of Amorphous Materials with Targeted Properties & De Souza, V

Reference 61

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Observation e5ade5fc-ff2a-41ec-9bfb-e802373d3bf4 · outbound

This paper cites & M´ ezard, M.

Inverse Design of Amorphous Materials with Targeted Properties & M´ ezard, M

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Observation cbc5aab1-6149-4f9d-a111-2af321bf89a8 · outbound

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Inverse Design of Amorphous Materials with Targeted Properties InACM Multimedia, 3568–3577 (2024)

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Observation 80f5fbfe-c9a4-45b2-bfe3-5f6fc1238dbe · outbound

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Inverse Design of Amorphous Materials with Targeted Properties & Zdeborov´ a, L

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Observation c2fa05d4-593c-444a-8620-721c5fe5a331 · outbound

This paper cites & Krish- nan, N.

Inverse Design of Amorphous Materials with Targeted Properties & Krish- nan, N

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Observation ad6cfcb0-d451-4f5c-962c-6047b278fef7 · outbound

This paper cites an unresolved cited work.

Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.233850Z

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Observation 29050bc9-f4a6-48b4-834f-be8dc76d4e32 · outbound

This paper cites In CVPR, 2704–2713 (2018).

Inverse Design of Amorphous Materials with Targeted Properties In CVPR, 2704–2713 (2018)

Reference 67

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.367668Z

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Observation d4590f32-b105-4bbd-b372-7b2a9aba4149 · outbound

This paper cites InICML(2024).

Inverse Design of Amorphous Materials with Targeted Properties InICML(2024)

Reference 68

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.531524Z

Source-reported events for the cited work

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Observation a8036a0b-ed0d-4be4-97fe-c71c65829bdf · outbound

This paper cites & Chen, J.

Inverse Design of Amorphous Materials with Targeted Properties & Chen, J

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.624064Z

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Observation c73d15af-a153-4471-af12-8d408648107f · outbound

This paper cites an unresolved cited work.

Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.675648Z

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Observation e124197d-f6be-417d-9111-5ea6faf94b1a · outbound

This paper cites E., Kirklin, S., Aykol, M., Meredig, B.

Inverse Design of Amorphous Materials with Targeted Properties E., Kirklin, S., Aykol, M., Meredig, B

Reference 71

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.810001Z

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Observation 4edb484c-e245-4162-ba3e-e58a61f2335d · outbound

This paper cites Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models.

Inverse Design of Amorphous Materials with Targeted Properties Open Materials 2024 (OMat24) Inorganic Materials Dataset and Models

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.901991Z

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Observation ba912adc-c40a-459e-a38d-bf07cdea2239 · outbound

This paper cites Mater.10, 295 (2024).

Inverse Design of Amorphous Materials with Targeted Properties Mater.10, 295 (2024)

Reference 73

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:27.998028Z

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Observation 19a55e58-e9de-4507-9006-c08f517d0052 · outbound

This paper cites P.et al.LAMMPS - a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales.Comp.

Inverse Design of Amorphous Materials with Targeted Properties P.et al.LAMMPS - a flexible simulation tool for particle-based materials modeling at the atomic, meso, and continuum scales.Comp

Reference 74

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.114738Z

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Observation a1d53854-88a8-4566-a041-eccb4aa8f461 · outbound

This paper cites H.et al.The atomic simulation environ- ment—a python library for working with atoms.J.

Inverse Design of Amorphous Materials with Targeted Properties H.et al.The atomic simulation environ- ment—a python library for working with atoms.J

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.247232Z

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Observation 45771cc7-9021-4de4-983c-4a0e82eea2f4 · outbound

This paper cites & Goedecker, S.

Inverse Design of Amorphous Materials with Targeted Properties & Goedecker, S

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.376609Z

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Observation 843cbc03-0259-4515-a49e-fe9f7c386b21 · outbound

This paper cites an unresolved cited work.

Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.440278Z

Source-reported events for the cited work

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Observation 8d63c481-6baf-41eb-b85c-cb15a4931ae0 · outbound

This paper cites & Shintani, A.

Inverse Design of Amorphous Materials with Targeted Properties & Shintani, A

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.527217Z

Source-reported events for the cited work

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Observation a2f09c07-4566-4f96-bdfe-00d125b68a6c · outbound

This paper cites & Ermon, S.

Inverse Design of Amorphous Materials with Targeted Properties & Ermon, S

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.598612Z

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Observation 01439957-5e73-40f7-abc0-56cac7cae143 · outbound

This paper cites Using Multiple Vector Channels Improves E(n)-Equivariant Graph Neural Networks.

Inverse Design of Amorphous Materials with Targeted Properties Using Multiple Vector Channels Improves E(n)-Equivariant Graph Neural Networks

Reference 80

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.696261Z

Source-reported events for the cited work

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Observation 493314b9-3b4b-4481-a270-135d7ebafab0 · outbound

This paper cites InNeurIPS, 5998–6008 (2017).

Inverse Design of Amorphous Materials with Targeted Properties InNeurIPS, 5998–6008 (2017)

Reference 81

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.789209Z

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Observation ba71c44b-9f25-49f6-9a2b-6d5944c37759 · outbound

This paper cites Classifier-Free Diffusion Guidance.

Inverse Design of Amorphous Materials with Targeted Properties Classifier-Free Diffusion Guidance

Reference 82

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.824602Z

Source-reported events for the cited work

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Observation ff050165-d69b-4154-aa28-2427f1aa9888 · outbound

This paper cites No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models.

Inverse Design of Amorphous Materials with Targeted Properties No Training, No Problem: Rethinking Classifier-Free Guidance for Diffusion Models

Reference 83

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:28.896462Z

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Observation 2c8cb322-f492-4584-a12d-37262f312321 · outbound

This paper cites an unresolved cited work.

Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 84

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:29.000022Z

Source-reported events for the cited work

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Observation b2cdaa24-e836-48c6-9cde-24a1e33cc3e1 · outbound

This paper cites an unresolved cited work.

Inverse Design of Amorphous Materials with Targeted Properties Unresolved cited work

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-04T16:34:29.093407Z

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Outbound references

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