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— Seed Project Publications
(Publications as of Spring 2023. Includes publications from prior Seed projects)
| 1 | M. Roy, K. Sarkar, J. Som, M. A. Pfeifer, V. Craciun, J. D. Schall, S. Aravamudhan, F. W. Wise, and D. Kumar, “Modulation of Structural, Electronic, and Optical Properties of Titanium Nitride Thin Films by Regulated In Situ Oxidation,” ACS Appl. Mater. Interfaces 15, 4733–4742 (2023). http://dx.doi.org/10.1021/acsami.2c18926 |
| 2 | H. Han, S. Kallakuri, Y. Yao, C. B. Williamson, D. R. Nevers, B. H. Savitzky, R. S. Skye, M. Xu, O. Voznyy, J. Dshemuchadse, L. F. Kourkoutis, S. J. Weinstein, T. Hanrath, and R. D. Robinson, “Multiscale hierarchical structures from a nanocluster mesophase,” Nat. Mater. 21, 518–525 (2022). http://dx.doi.org/10.1038/s41563-022-01223-3 |
| 3 | J. Venderley, K. Mallayya, M. Matty, M. Krogstad, J. Ruff, G. Pleiss, V. Kishore, D. Mandrus, D. Phelan, L. Poudel, A. G. Wilson, K. Weinberger, P. Upreti, M. Norman, S. Rosenkranz, R. Osborn, and E.-A. Kim, “Harnessing interpretable and unsupervised machine learning to address big data from modern X-ray diffraction,” Proc. Natl. Acad. Sci. U.S.A. 119, e2109665119/1-10 (2022). http://dx.doi.org/10.1073/pnas.2109665119 |
| 4 | L. Slyker, N. Diamantides, J. Kim, and L. J. Bonassar, “Mechanical performance of collagen gels is dependent on purity, α1/α2 ratio, and telopeptides,” J Biomed Mater Res A 110, 11–20 (2022). http://dx.doi.org/10.1002/jbm.a.37261 |
| 5 | M. E. Zick, S. M. Pugh, J.-H. Lee, A. C. Forse, and P. J. Milner, “Carbon Dioxide Capture at Nucleophilic Hydroxide Sites in Oxidation‐Resistant Cyclodextrin‐Based Metal–Organic Frameworks**,” Angew. Chem. Int. Ed. 2022, e20226718/1-14 (2022). http://dx.doi.org/doi.org/10.1002/anie.202206718 |
| 6 | N. Diamantides, L. Slyker, S. Martin, M. R. Rodriguez, and L. J. Bonassar, “Pre‐glycation impairs gelation of high concentration collagen solutions,” J Biomed Mater Res A 2022, jbm.a.37431/1-11 (2022). http://dx.doi.org/10.1002/jbm.a.37431 |
| 7 | P. Cha, P. Ginsparg, F. Wu, J. Carrasquilla, P. L. McMahon, and E.-A. Kim, “Attention-based quantum tomography,” Mach. learn.: sci. technol. 3, 01LT01/1-8 (2022). http://dx.doi.org/10.1088/2632-2153/ac362b |
| 8 | Q. Song, J. Sun, C. T. Parzyck, L. Miao, Q. Xu, F. V. E. Hensling, M. R. Barone, C. Hu, J. Kim, B. D. Faeth, H. Paik, P. D. C. King, K. M. Shen, and D. G. Schlom, “Growth of PdCoO2 films with controlled termination by molecular-beam epitaxy and determination of their electronic structure by angle-resolved photoemission spectroscopy,” APL Mater. 10, 091113/1–9 (2022). http://dx.doi.org/10.1063/5.0101837 |
| 9 | Y. Yao, T. J. Ugras, T. Meyer, M. Dykes, D. Wang, A. Arbe, S. Bals, B. Kahr, and R. D. Robinson, “Extracting Pure Circular Dichroism from Hierarchically Structured CdS Magic Cluster Films,” ACS Nano 2022, acsnano.2c06730/20457-20469 (2022). http://dx.doi.org/10.1021/acsnano.2c06730 |
| 10 | A. K. Mishra, W. Pan, E. P. Giannelis, R. F. Shepherd, and T. J. Wallin, “Making bioinspired 3D-printed autonomic perspiring hydrogel actuators,” Nat. Protoc. 16, 2068–2087 (2021). http://dx.doi.org/10.1038/s41596-020-00484-z |
| 11 | B. A. Sorenson, L. U. Yoon, E. Holmgren, J. J. Choi, and P. Clancy, “A new metric to control nucleation and grain size distribution in hybrid organic–inorganic perovskites by tuning the dielectric constant of the antisolvent,” J. Mater. Chem. A 9, 3668–3676 (2021). http://dx.doi.org/10.1039/D0TA12364A |
| 12 | D. M. Balazs, N. D. Erkan, M. Quien, and T. Hanrath, “Inkjet printing of epitaxially connected nanocrystal superlattices,” Nano Res. 15, 4536–4543 (2021). http://dx.doi.org/10.1007/s12274-021-4022-7 |
| 13 | H. Han, K. Hirsch, T. Hanrath, R. D. Robinson, and L. M. Shepherd, “The Direct Electrospinning and Manipulation of Magic‐Sized Cluster Quantum Dots,” Adv Eng Mater 23, 2100661/1–7 (2021). http://dx.doi.org/10.1002/adem.202100661 |
| 14 | J. Bjorck, A. Kabra, K. Q. Weinberger, and C. Gomes, “Characterizing the Loss Landscape in Non-Negative Matrix Factorization,” AAAI 35, 6768–6776 (2021). http://dx.doi.org/10.1609/aaai.v35i8.16836 |
| 15 | J. Cimada daSilva, D. M. Balazs, T. A. Dunbar, and T. Hanrath, “Fundamental Processes and Practical Considerations of Lead Chalcogenide Mesocrystals Formed via Self-Assembly and Directed Attachment of Nanocrystals at a Fluid Interface,” Chem. Mater. 33, 9457–9472 (2021). http://dx.doi.org/10.1021/acs.chemmater.1c02910 |
| 16 | J. Mulderrig, B. Li, and N. Bouklas, “Affine and non-affine microsphere models for chain scission in polydisperse elastomer networks,” Mech. Mater. 160, 103857 (2021). http://dx.doi.org/10.1016/j.mechmat.2021.103857 |
| 17 | M. A. Smeaton, I. El Baggari, D. M. Balazs, T. Hanrath, and L. F. Kourkoutis, “Mapping Defect Relaxation in Quantum Dot Solids upon In Situ Heating,” ACS Nano 15, 719–726 (2021). http://dx.doi.org/10.1021/acsnano.0c06990 |
| 18 | O. Romiluyi, Y. Eatmon, R. Ni, B. P. Rand, and P. Clancy, “The efficacy of Lewis affinity scale metrics to represent solvent interactions with reagent salts in all-inorganic metal halide perovskite solutions,” J. Mater. Chem. A 9, 13087–13099 (2021). http://dx.doi.org/10.1039/D1TA03063A |
| 19 | R. M. Irwin, T. Gao, A. J. Boys, K. Ortved, I. Cohen, and L. J. Bonassar, “Microscale strain mapping demonstrates the importance of interface slope in the mechanics of cartilage repair,” J Biomech 114, 110159/1–9 (2021). http://dx.doi.org/10.1016/j.jbiomech.2020.110159 |
| 20 | R. Sharma, A. Kreisel, M. A. Sulangi, J. Böker, A. Kostin, M. P. Allan, H. Eisaki, A. E. Böhmer, P. C. Canfield, I. Eremin, J. C. Séamus Davis, P. J. Hirschfeld, and P. O. Sprau, “Multi-atom quasiparticle scattering interference for superconductor energy-gap symmetry determination,” npj Quantum Mater. 6, 1–7 (2021). http://dx.doi.org/10.1038/s41535-020-00303-4 |
| 21 | Y. Fang, H. P. Nair, L. Miao, B. Goodge, N. J. Schreiber, J. P. Ruf, L. F. Kourkoutis, K. M. Shen, D. G. Schlom, and B. J. Ramshaw, “Quantum oscillations and quasiparticle properties of thin film Sr2RuO4,” Phys. Rev. B 104, 045152/1–7 (2021). http://dx.doi.org/10.1103/PhysRevB.104.045152 |
| 22 | Y. Wang, H. P. Nair, N. J. Schreiber, J. P. Ruf, B. Cheng, D. G. Schlom, K. M. Shen, and N. P. Armitage, “Separated transport relaxation scales and interband scattering in thin films of SrRuO3, CaRuO3, and Sr2RuO4,” Phys. Rev. B 103, 205109/1–14 (2021). http://dx.doi.org/10.1103/PhysRevB.103.205109 |
| 23 | C. N. Gannett, B. M. Peterson, L. Shen, J. Seok, B. P. Fors, and H. D. Abruña, “Cross‐linking Effects on Performance Metrics of Phenazine‐Based Polymer Cathodes,” ChemSusChem 13, 1–9 (2020). http://dx.doi.org/10.1002/cssc.201903243 |
| 24 | D. M. Balazs, T. A. Dunbar, D.-M. Smilgies, and T. Hanrath, “Coupled Dynamics of Colloidal Nanoparticle Spreading and Self-Assembly at a Fluid–Fluid Interface,” Langmuir 36, 6106–6115 (2020). http://dx.doi.org/10.1021/acs.langmuir.0c00524 |
| 25 | F. Giustino, M. Bibes, J. H. Lee, F. Trier, R. Valentí, S. M. Winter, Y.-W. Son, L. Taillefer, C. Heil, A. I. Figueroa, B. Plaçais, Q. Wu, O. V. Yazyev, E. P. A. M. Bakkers, J. Nygård, P. Forn-Díaz, S. de Franceschi, L. E. F. Foa Torres, J. McIver, A. Kumar, T. Low, R. Galceran, S. O. Valenzuela, M. V. Costache, A. Manchon, E.-A. Kim, G. R. Schleder, A. Fazzio, and S. Roche, “The 2020 Quantum Materials Roadmap,” J. Phys. Mater. 3, 1–88 (2020). http://dx.doi.org/10.1088/2515-7639/abb74e |
| 26 | J. C. daSilva, M. A. Smeaton, T. A. Dunbar, Y. Xu, D. M. Balazs, L. F. Kourkoutis, and T. Hanrath, “Mechanistic Insights into Superlattice Transformation at a Single Nanocrystal Level Using Nanobeam Electron Diffraction,” Nano Lett. 20, 5267–5274 (2020). http://dx.doi.org/10.1021/acs.nanolett.0c01579 |
| 27 | J. Kent-Dobias, M. Matty, and B. J. Ramshaw, “Elastic properties of hidden order in URu2Si2 are reproduced by a staggered nematic,” Phys. Rev. B 102, 075129 (2020). http://dx.doi.org/10.1103/PhysRevB.102.075129 |
| 28 | J. Middendorf, N. Diamantides, S. Shortkroff, C. Dugopolski, S. Kennedy, I. Cohen, and L. J. Bonassar, “Multiscale Mechanics of Tissue Engineered Cartilage Grown from Human Chondrocytes and Human Induced Pluripotent Stem Cells,” J. Orthop. Res. 38, 1965–1973 (2020). http://dx.doi.org/10.1002/jor.24643 |
| 29 | M. Cao, M. Matty, Z. Chen, L. Li, E.-A. Kim, and D. Muller, “Machine Learning for Phase Retrieval from 4D-STEM Data,” Microsc. Microanal. 26, 8–9 (2020). http://dx.doi.org/10.1017/S1431927620013094 |
| 30 | M. Smeaton, I. E. Baggari, D. Balazs, T. Hanrath, and L. Kourkoutis, “Mapping and Controlling Strain in Epitaxially Connected Quantum Dot Superlattices – a Path to Designer Quantum Materials,” Microsc. Microanal. 26, 2828–2830 (2020). http://dx.doi.org/10.1017/S1431927620022928 |
| 31 | Rui Qian, D. Garg, Y. Wang, Y. You, S. Belongie, B. Hariharan, M. Campbell, K. Q. Weinberger, and W.-L. Chao, “End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection,” In 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (pp. 5880–5889). Presented at the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), Seattle, WA, USA: IEEE (2020). http://dx.doi.org/10.1109/CVPR42600.2020.00592 |
| 32 | S. Ghosh, M. Matty, R. Baumbach, E. D. Bauer, K. A. Modic, A. Shekhter, J. A. Mydosh, E.-A. Kim, and B. J. Ramshaw, “One-component order parameter in URu2Si2 uncovered by resonant ultrasound spectroscopy and machine learning,” Sci. Adv. 6, 1–8 (2020). http://dx.doi.org/10.1126/sciadv.aaz4074 |
| 33 | Y. Gao, J. Huang, D. M. Balazs, Y. Xu, and T. Hanrath, “Photoinitiated Transformation of Nanocrystal Superlattice Polymorphs Assembled at a Fluid Interface,” Adv. Mater. Interfaces 7, 2001064/1–5 (2020). http://dx.doi.org/10.1002/admi.202001064 |
| 34 | Z. Wang, O. Gorobtsov, and A. Singer, “An algorithm for Bragg coherent x-ray diffractive imaging of highly strained nanocrystals,” New J. Phys. 22, 013021 (2020). http://dx.doi.org/10.1088/1367-2630/ab61db |
| 35 | A. G. Ortoll-Bloch, H. C. Herbol, B. A. Sorenson, M. Poloczek, L. A. Estroff, and P. Clancy, “Bypassing Solid-State Intermediates by Solvent Engineering the Crystallization Pathway in Hybrid Organic–Inorganic Perovskites,” Cryst. Growth Des. 20, 1162–1171 (2019). http://dx.doi.org/10.1021/acs.cgd.9b01461 |
| 36 | A. J. Boys and M. C. Walsh, “Introducing Engineering Design and Materials Science at an Earlier Age through Ceramic Cold Casting,” J Chem Educ 96, 104–109 (2019). http://dx.doi.org/10.1021/acs.jchemed.8b00404 |
| 37 | B. A. Sorenson, S. S. Hong, H. C. Herbol, and P. Clancy, “How well do implicit solvation models represent intermolecular binding energies in organic-inorganic solutions,” Comp. Mater. Sci. 170, 109138/1–8 (2019). http://dx.doi.org/10.1016/j.commatsci.2019.109138 |
| 38 | B. Li and N. Bouklas, “A variational phase-field model for brittle fracture in polydisperse elastomer networks,” Int J Solids Struct 11, 1–12 (2019). http://dx.doi.org/10.1016/j.ijsolstr.2019.08.012 |
| 39 | M. A. Smeaton, D. M. Balazs, T. Hanrath, and L. F. Kourkoutis, “Quantifying Atomic-Scale Quantum Dot Superlattice Behavior Upon in situ Heating,” Microsc. Microanal. 25, 1538–1539 (2019). http://dx.doi.org/10.1017/S1431927619008420 |
| 40 | N. Diamantides, C. Dugopolski, E. Blahut, S. Kennedy, and L. Bonassar, “High density cell seeding affects the rheology and printability of collagen bioinks,” Biofabrication 11, 045016/1–16 (2019). http://dx.doi.org/10.1088/1758-5090/ab3524 |
| 41 | S. Mukhopadhyay, R. Sharma, C. K. Kim, S. D. Edkins, M. H. Hamidian, H. Eisaki, S. Uchida, E.-A. Kim, M. J. Lawler, A. P. Mackenzie, J. C. S. Davis, and K. Fujita, “Evidence for a vestigial nematic state in the cuprate pseudogap phase,” Proc. Natl. Acad. Sci. U.S.A. 116, 13249–13254 (2019). http://dx.doi.org/10.1073/pnas.1821454116 |
| 42 | W. Pan, T. J. Wallin, J. Odent, M. C. Yip, B. Mosadegh, R. F. Shepherd, and E. P. Giannelis, “Optical stereolithography of antifouling zwitterionic hydrogels,” J Mater Chem B 7, 2855–2864 (2019). http://dx.doi.org/10.1039/C9TB00278B |
| 43 | Y. Zhang, A. Mesaros, K. Fujita, S. D. Edkins, M. H. Hamidian, K. Ch’ng, H. Eisaki, S. Uchida, J. C. S. Davis, E. Khatami, and E.-A. Kim, “Machine learning in electronic-quantum-matter imaging experiments,” Nature 570, 484–502 (2019). http://dx.doi.org/10.1038/s41586-019-1319-8 |
| 44 | B. M. Peterson, D. Ren, L. Shen, Y.-C. M. Wu, B. Ulgut, G. W. Coates, H. D. Abruña, and B. P. Fors, “Phenothiazine-Based Polymer Cathode Materials with Ultrahigh Power Densities for Lithium Ion Batteries,” ACS Appl. Energy Mater. 1, 3560–3564 (2018). http://dx.doi.org/10.1021/acsaem.8b00778 |
| 45 | B. M. Peterson, S. Lin, and B. P. Fors, “Electrochemically Controlled Cationic Polymerization of Vinyl Ethers,” J. Am. Chem. Soc. 140, 2076–2079 (2018). http://dx.doi.org/10.1021/jacs.8b00173 |
| 46 | C. T. Hendley, L. A. Fielding, E. R. Jones, A. J. Ryan, S. P. Armes, and L. A. Estroff, “Mechanistic Insights into Diblock Copolymer Nanoparticle–Crystal Interactions Revealed via in Situ Atomic Force Microscopy,” J. Am. Chem. Soc. 140, 7936–7945 (2018). http://dx.doi.org/10.1021/jacs.8b03828 |
| 47 | D. T. Gentekos, J. Jia, E. S. Tirado, K. P. Barteau, D.-M. Smilgies, R. A. DiStasio, and B. P. Fors, “Exploiting Molecular Weight Distribution Shape to Tune Domain Spacing in Block Copolymer Thin Films,” J. Am. Chem. Soc. 140, 4639–4648 (2018). http://dx.doi.org/10.1021/jacs.8b00694 |
| 48 | H. C. Herbol, W. Hu, P. Frazier, P. Clancy, and M. Poloczek, “Efficient search of compositional space for hybrid organic–inorganic perovskites via Bayesian optimization,” NPJ Comput. Mater. 4, 1–7 (2018). http://dx.doi.org/10.1038/s41524-018-0106-7 |
| 49 | K. Whitham, D.-M. Smilgies, and T. Hanrath, “Entropic, Enthalpic, and Kinetic Aspects of Interfacial Nanocrystal Superlattice Assembly and Attachment,” Chem. Mater. 30, 54–63 (2018). http://dx.doi.org/10.1021/acs.chemmater.7b04223 |
| 50 | P. I. Frazier, “Bayesian Optimization,” In INFORMS TutORials in Operations Research (pp. 255–278). Institute for Operations Research and the Management Sciences (INFORMS) (2018). http://dx.doi.org/10.1287/educ.2018.0188 |
| 51 | S. Lee, A. J. Cortese, P. Trexel, E. R. Agger, P. L. McEuen, and A. C. Molnar, “A 330μm×90μm opto-electronically integrated wireless system-on-chip for recording of neural activities,” In ISSCC 2018 (pp. 292–294). Presented at the 2018 IEEE International Solid-State Circuits Conferenc, IEEE (2018). http://dx.doi.org/10.1109/ISSCC.2018.8310299 |
| 52 | A. R. Goldman, E. Asenath-Smith, and L. A. Estroff, “Mosaic anisotropy model for magnetic interactions in mesostructured crystals,” APL Mater. 5, 104901/1–9 (2017). http://dx.doi.org/10.1063/1.5007794 |
| 53 | K. W. Oleske, K. P. Barteau, P. A. Beaucage, E. Asenath-Smith, U. Wiesner, and L. A. Estroff, “Nanopatterning of Crystalline Transition Metal Oxides by Surface Templated Nucleation on Block Copolymer Mesostructures,” Cryst. Growth Des. 17, 5775–5782 (2017). http://dx.doi.org/10.1021/acs.cgd.7b00767 |