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Expand Up @@ -141,6 +141,20 @@ <h2>Publications</h2>
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<li>C. Casert, <u>I. Tamblyn</u>, S. Whitelam, "Learning stochastic dynamics and predicting emergent behavior using transformers", [(<a href="https://arxiv.org/abs/2202.08708" target="new window">open access link</a>)] <i>accepted Nature Communications</i> (2024)
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<b><h1><a href="publications/optimus.html">Manuscript Summary</a></h1></b>
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<li>C. Casert, <u>I. Tamblyn</u>, S. Whitelam, "Learning stochastic dynamics and predicting emergent behavior using transformers", [(<a href="https://arxiv.org/abs/2202.08708" target="new window">open access link</a>)] <i>accepted Nature Communications</i> (2024)
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<b><h1><a href="publications/optimus.html">Manuscript Summary</a></h1></b>
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<img height=100px src="publications/images/optimus.png">
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Expand Down Expand Up @@ -752,6 +755,7 @@ <h2>Publications</h2>
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<li value=33>K. Mills and <u>I. Tamblyn</u>, "Deep neural networks for learning operators through observation: the case of the 2d spin models", Phys. Rev. E 97, 032119, [<a href="https://journals.aps.org/pre/abstract/10.1103/PhysRevE.97.032119">PRE</a> (<a href="https://arxiv.org/abs/1706.09779" target="new window">open access link</a>)] (2018)</li>
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<li value=32>K. Mills, M. Spanner, and <u>I. Tamblyn</u>, "Deep learning and the Schrodinger equation", Phys. Rev. A 96, 042113, [<a href="https://journals.aps.org/pra/abstract/10.1103/PhysRevA.96.042113">PRA (<a href="https://arxiv.org/abs/1702.01361" target="new window">open access link</a>)], Editor's Suggestion, (2017)</li>
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<li value=31><u>I. Tamblyn</u>, "The electronic structure of nanoscale interfaces", Molecular Simulation, 43, 10-11, [<a href="http://dx.doi.org/10.1080/08927022.2017.1313417">Mol. Sim.</a>] (2017)</li>
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<div id="J30">
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<li value=30>Y. Chen, <u>I. Tamblyn</u>, and S.Y. Quek, "Energy Level Alignment at Hybridized Organic-Metal Interfaces: The Role of Many-Electron Effects", <i>accepted</i>, J. Phys. Chem. C., [<a href="http://dx.doi.org/10.1021/acs.jpcc.7b00715">JPC</a>] (2017)</li>
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<div id="J29">
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<li value=29>N. Portman & <u>I. Tamblyn</u> "Sampling algorithms for validation of supervised learning models for Ising-like systems", Journal of Computational Physics, 350, 871-890, [<a href="https://www.sciencedirect.com/science/article/pii/S0021999117304990?via%3Dihub">JCP</a> (<a href="https://arxiv.org/abs/1611.05891" target="new window">open access link</a>)] (2017)</li>
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<span class="__dimensions_badge_embed__" data-doi="10.1016/j.jcp.2017.06.045" data-style="small_rectangle"></span><script async src="https://badge.dimensions.ai/badge.js" charset="utf-8"></script>
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<b><h1><a href="publications/029.html">Manuscript Summary</a></h1></b>
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<img height=100px src="publications/images/ising_PCA.png">
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<div id="J28">
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<li value=28>K. Ryczko & <u>I. Tamblyn</u> "Structural characterizations of water-metal interfaces", Phys. Rev. B 96, 064104, [<a href="https://journals.aps.org/prb/abstract/10.1103/PhysRevB.96.064104">PRB (<a href="https://arxiv.org/abs/1611.02307" target="new window">open access link</a>)] (2017)</li>
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<div id="J27">
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<li value=27>K. Ryczko, A. Domurad, N. Buhagiar, and <u>I. Tamblyn</u>, "hashkat: Large-scale simulations of online social networks", Soc. Netw. Anal. Min. 7:4, [<a href="http://dx.doi.org/10.1007/s13278-017-0424-7">SNA</a> (<a href="http://rdcu.be/o1Kf" target="new window"]>open access link</a>)] (2017)</li>
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<div id="J26">
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<li value=26>G. Gupta, M. Radhakrishna, <u>I. Tamblyn</u>, D. QH Tran, M. Besemann, A. Thonnagith, M.F. Elgueta, M.E. Robitaille, R.J. Finlayson, "A randomized comparison between neurostimulation- and ultrasound-guided lateral femoral cutaneous nerve block", <i>accepted</i> Army Medical Dept. J., (2016)</li>
Expand All @@ -854,7 +866,9 @@ <h2>Publications</h2>
<img height=100px src="group/images/itamblyn/leg_freeze.png">
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<div id="J25">
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<li value=25>S Whitelam, <u>I. Tamblyn</u>, J.P. Garrahan, and P.H. Beton, "Emergent rhombus tilings from molecular interactions with M-fold rotational symmetry", Phys. Rev. Lett., 114, 115702 [<a href="http://journals.aps.org/prl/abstract/10.1103/PhysRevLett.114.115702">PRL</a> (<a href="http://arxiv.org/abs/1411.3644" target="new window">open access link</a>)] (2015) <a href="http://journals.aps.org/prl/covers/114/11"><b>Cover article</b></a></li>
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<li value=24>S. Choing, A. J. Francis, G. Clendenning*, M. Schuurman, Roger D. Sommer, <u>I. Tamblyn</u>, W.W. Weare, and T. Cuk, "Long-Lived LMCT in a d0 Vanadium(V) Complex by Internal Conversion to a State of 3dxy Character", J. Phys. Chem. C, 2015, 119 (30), 17029-17038, (2015) <b>Cover article</b></li>
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<li value=23><u>I. Tamblyn</u>, S. Refaely-Abramson, J.B. Neaton, and L. Kronik, "Simultaneous determination of structures, vibrations, and frontier orbital energies from a self-consistent range-separated hybrid functional", J. Phys. Chem. Lett., 5, 2734, [<a href="http://pubs.acs.org/doi/abs/10.1021/jz5010939">JPCL</a>] (2014)</li>
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<li value=22>S.G. Srinivasan, N. Goldman, <u>I. Tamblyn</u>, S. Hamel, and M. Gaus, "A Density Functional Tight Binding Model with an Extended Basis Set and Three-Body Repulsion for Hydrogen under Extreme Thermodynamic Conditions", J. Phys. Chem. A, 118, 5520-5528 [<a href="http://pubs.acs.org/doi/pdf/10.1021/jp5036713" target="new window">JPCA</a>] (2014)</li>
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<li value=21>S. Whitelam, <u>I. Tamblyn</u>, T.K. Haxton, M.B. Wieland, N.R. Champness, J.P. Garrahan, and P.H. Beton, "Common physical framework explains phase behavior and dynamics of atomic, molecular and polymeric network-formers", Phys. Rev. X 4, 011044, [<a href="https://journals.aps.org/prx/abstract/10.1103/PhysRevX.4.011044" target="new window">PRX (open access link)</a>] (2014)</li>
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<li value=20>N. Goldman, <u>I. Tamblyn</u>, "Prebiotic chemistry within a simple impacting icy mixture", Journal of Physical Chemistry A, 117 (24), 5124-5131, [<a href="http://pubs.acs.org/doi/abs/10.1021/jp402976n" target="new window">JPCA</a>], (2013), <b><a href="http://pubs.acs.org/action/showLargeCover?jcode=jpcafh&vol=117&issue=24" target="JCPA">Cover article</a></b></li>
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<div id="J19">
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<li value=19>T.K. Haxton, H. Zho, <u>I. Tamblyn</u>, D. Eom, Z. Hu, J.B. Neaton, T.F. Heinz, and S. Whitelam, "Competing thermodynamic and dynamic factors select molecular assemblies on a gold surface", Phys. Rev. Lett., 111, 265701 [<a href="https://doi.org/10.1103/PhysRevLett.111.265701" target="new window">PRL</a> (<a href="http://arxiv.org/abs/1311.7417" target="new window">open access link</a>)] (2013)</li>
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<li value=18>M. Yu, P. Doak, <u>I. Tamblyn</u>, and J.B. Neaton, "Theoretical design of redox levels of thiophene on functionalized light-absorbing semiconductor surfaces", J. Phys. Chem. Lett., 4, 1701-1706, [<a href="http://pubs.acs.org/doi/abs/10.1021/jz400601t" target="new window">JPCL</a>], (2013)</li>
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<li value=17>S. Sharifzadeh, <u>I. Tamblyn</u>, P. Doak, P. Darancet, and J.B. Neaton, "Quantitative Molecular Orbital Energies within a G<sub>0</sub>W<sub>0</sub> Approximation", European Physical Journal B, [<a href="http://link.springer.com/article/10.1140%2Fepjb%2Fe2012-30206-0" target="new window">EPJB</a> (<a href="http://arxiv.org/abs/1204.0509v1" target="arxiv">open access link</a>)], (2012)
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<a href="http://arxiv.org/abs/1204.0509v1" target="arxiv"><img height=100px src="group/images/itamblyn/EPJ_2012.png"></a>
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<li value=16> G. Li, <u>I. Tamblyn</u>, V. Cooper and J.B. Neaton, "Molecular Adsorption on Metal Surfaces with a van der Waals Density Functional", Phys. Rev. B 85, 121409(R), [<a href="https://doi.org/10.1103/PhysRevB.85.121409" target="PRB">PRB</a> (<a href="http://arxiv.org/abs/1201.1326" target="arxiv">open access link</a>)], (2012)
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<a href="http://arxiv.org/abs/1201.1326" target="arxiv"><img height=100px src="group/images/itamblyn/vdW_DF.png"></a>
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<li value=15> S. Whitelam, <u>I. Tamblyn</u>, P.H. Beton and J.P. Garrahan, "Random and ordered phases of off-lattice rhombus tiles", Physical Review Letters, 108, 035702, [<a href="http://prl.aps.org/abstract/PRL/v108/i3/e035702" target="PRL">PRL</a> (<a href="http://arxiv.org/abs/1109.1450" target="arxiv">open access link</a>)], (2012)
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<a href="http://arxiv.org/abs/1109.1450" target="arxiv"><img height=100px src="group/images/itamblyn/rhombus.png"></a>
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<li value=14> <u>I. Tamblyn</u>, P. Darancet, S.Y. Quek, S.A. Bonev, and J.B. Neaton, "Electronic energy level alignment at metal-molecule interfaces with a GW approach", Phys. Rev. B 84, 201402(R), [<a href="http://prb.aps.org/abstract/PRB/v84/i20/e201402" target="PRB">PRB</a> (<a href="http://arxiv.org/abs/1111.2569" target="arxiv">open access link</a>)], (2011)
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<a href="http://prb.aps.org/abstract/PRB/v84/i20/e201402" target="PRB"><img height=100px src="group/images/itamblyn/BDA_GW.png"></a>
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<li value=13> A. Biller, <u>I. Tamblyn</u>, J.B. Neaton, and L. Kronik, "Electronic level alignment at a metal-molecule interface from a short-range hybrid functional", J. Chem. Phys. 135, 164706, [<a href="http://dx.doi.org/10.1063/1.3655357" target="new window">JCP</a>] (2011)
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<li value=12> M.A. Morales, L.X. Benedict, D.S. Clark, E. Schwegler, <u>I. Tamblyn</u>, S.A. Bonev, A.A. Correa, S. W. Haan, "<i>Ab initio</i> equation of state of hydrogen for inertial fusion applications", High Energy Density Physics 8, 1, (2011)
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