Yu Tong

Education

• Ph.D. University of California, Berkeley, 2022

Positions

• Assistant Professor of Mathematics
• Assistant Professor in the Department of Electrical and Computer Engineering
• Member of the Duke Quantum Center

Courses Taught

• MATH 790-90: Minicourse in Advanced Topics

Publications

• Hu H-Y, Ma M, Gong W, Ye Q, Tong Y, Flammia ST, et al. Ansatz-free Hamiltonian learning with Heisenberg-limited scaling. 2025.
• Goldshlager G, Hu J, Lin L. Worth Their Weight: Randomized and Regularized Block Kaczmarz Algorithmsn without Preprocessing. 2025.
• Tong Y, Zhan Y. Fast mixing of weakly interacting fermionic systems at any temperature. 2024.
• Li H, Tong Y, Gefen T, Ni H, Ying L. Heisenberg-limited Hamiltonian learning for interacting bosons. npj Quantum Information. 2024 Dec 1;10(1).
• Huang Z, Lin L, Park G, Zhu Y. Unified analysis of non-Markovian open quantum systems in Gaussiann environment using superoperator formalism. 2024.
• An D, Childs AM, Lin L, Ying L. Laplace transform based quantum eigenvalue transformation via linearn combination of Hamiltonian simulation. 2024.
• Morales MES, Pira L, Schleich P, Koor K, Costa PCS, An D, et al. Quantum Linear System Solvers: A Survey of Algorithms and Applications. 2024.
• Li H-E, Zhan Y, Lin L. Dissipative ground state preparation in ab initio electronic structuren theory. 2024.
• Ma M, Flammia ST, Preskill J, Tong Y. Learning $k$-body Hamiltonians via compressed sensing. 2024.
• Ding Z, Li B, Lin L, Zhang R. Polynomial-Time Preparation of Low-Temperature Gibbs States for 2D Toricn Code. 2024.
• Berry DW, Tong Y, Khattar T, White A, Kim TI, Boixo S, et al. Rapid initial state preparation for the quantum simulation of stronglyn correlated molecules. 2024.
• Cai Y, Tong Y, Preskill J. Stochastic Error Cancellation in Analog Quantum Simulation. In: Leibniz International Proceedings in Informatics, LIPIcs. 2024.
• Park G, Huang Z, Zhu Y, Yang C, Chan GK-L, Lin L. Quasi-Lindblad pseudomode theory for open quantum systems. 2024.
• Li J, Tong Y. Exponential Quantum Advantage for Pathfinding in Regular Sunflowern Graphs. 2024.
• Alexis M, Lin L, Mnatsakanyan G, Thiele C, Wang J. Infinite quantum signal processing for arbitrary Szegu0151 functions. 2024.
• Dong Y, Lin L. Multi-level quantum signal processing with applications to ground staten preparation using fast-forwarded Hamiltonian evolution. 2024.
• Fang D, Lu J, Tong Y. Mixing Time of Open Quantum Systems via Hypocoercivity. 2024.
• Shee A, Faulstich FM, Whaley B, Lin L, Head-Gordon M. A static quantum embedding scheme based on coupled cluster theory. 2024.
• Ding Z, Li B, Lin L. Efficient quantum Gibbs samplers with Kubo--Martin--Schwinger detailedn balance condition. 2024.
• Ding Z, Epperly EN, Lin L, Zhang R. The ESPRIT algorithm under high noise: Optimal error scaling and noisyn super-resolution. 2024.
• Stubbs KD, Becker S, Lin L. On the Hartree-Fock Ground State Manifold in Magic Angle Twistedn Graphene Systems. 2024.
• Zhan Y, Elben A, Huang H-Y, Tong Y. Learning Conservation Laws in Unknown Quantum Dynamics. PRX Quantum. 2024 Mar 22;5(1).
• Quiton SJ, Wu H, Xing X, Lin L, Head-Gordon M. The Staggered Mesh Method: Accurate Exact Exchange towards then Thermodynamic Limit for Solids. 2024.
• Ding Z, Li H, Lin L, Ni H, Ying L, Zhang R. Quantum Multiple Eigenvalue Gaussian filtered Search: an efficient andn versatile quantum phase estimation method. 2024.
• Goldshlager G, Abrahamsen N, Lin L. A Kaczmarz-inspired approach to accelerate the optimization of neuraln network wavefunctions. 2024.
• Becker S, Lin L, Stubbs KD. Exact ground state of interacting electrons in magic angle graphene. 2023.
• Cai Y, Tong Y, Preskill J. Stochastic Error Cancellation in Analog Quantum Simulation. 2023.
• Ding Z, Ko T, Yao J, Lin L, Li X. Random coordinate descent: a simple alternative for optimizingn parameterized quantum circuits. 2023.
• Abrahamsen N, Tong Y, Bao N, Su Y, Wiebe N. Entanglement area law for one-dimensional gauge theories and bosonic systems. Physical Review A. 2023 Oct 1;108(4).
• Zhan Y, Elben A, Huang H-Y, Tong Y. Learning conservation laws in unknown quantum dynamics. 2023.
• Ding Z, Chen C-F, Lin L. Single-ancilla ground state preparation via Lindbladians. 2023.
• Liu J-P, Lin L. Dense outputs from quantum simulations. 2023.
• Dong Y, Lin L, Ni H, Wang J. Robust iterative method for symmetric quantum signal processing in alln parameter regimes. 2023.
• Ding Z, Dong Y, Tong Y, Lin L. Robust ground-state energy estimation under depolarizing noise. 2023.
• Li H, Tong Y, Ni H, Gefen T, Ying L. Heisenberg-limited Hamiltonian learning for interacting bosons. 2023.
• Cui Z-H, Yang J, Tu00f6lle J, Ye H-Z, Yuan S, Zhai H, et al. Ab initio quantum many-body description of superconducting trends in then cuprates. 2023.
• Low GH, Su Y, Tong Y, Tran MC. Complexity of Implementing Trotter Steps. PRX Quantum. 2023 May 9;4(2).
• Huang H-Y, Tong Y, Fang D, Su Y. Learning Many-Body Hamiltonians with Heisenberg-Limited Scaling. Physical review letters. 2023 May;130(20):200403.
• Xing X, Lin L. Inverse Volume Scaling of Finite-Size Error in Periodic Coupled Clustern Theory. 2023.
• Lee S, Lee J, Zhai H, Tong Y, Dalzell AM, Kumar A, et al. Evaluating the evidence for exponential quantum advantage in ground-state quantum chemistry. Nature communications. 2023 Apr;14(1):1952.
• Abrahamsen N, Lin L. Anti-symmetric Barron functions and their approximation with sums ofn determinants. 2023.
• Abrahamsen N, Ding Z, Goldshlager G, Lin L. Convergence of variational Monte Carlo simulation and scale-invariantn pre-training. 2023.
• Ding Z, Lin L. Simultaneous estimation of multiple eigenvalues with short-depth quantumn circuit on early fault-tolerant quantum computers. 2023.
• An D, Liu J-P, Lin L. Linear combination of Hamiltonian simulation for nonunitary dynamicsn with optimal state preparation cost. 2023.
• Xing X, Lin L. Finite-size effects in periodic coupled cluster calculations. 2023.
• Fang D, Lin L, Tong Y. Time-marching based quantum solvers for time-dependent linear differential equations. Quantum. 2023 Jan 1;7.
• Ding Z, Lin L. Even shorter quantum circuit for phase estimation on earlyn fault-tolerant quantum computers with applications to ground-state energyn estimation. 2022.
• Faulstich FM, Stubbs KD, Zhu Q, Soejima T, Dilip R, Zhai H, et al. Interacting models for twisted bilayer graphene: a quantum chemistryn approach. 2022.
• Low GH, Su Y, Tong Y, Tran MC. On the complexity of implementing Trotter steps. 2022.
• Wu K, Li Y, Wu W, Lin L, Hu W, Yang J. Hamiltonian transformation for accurate and efficient band structuren interpolation. 2022.
• Huang Z, Gull E, Lin L. Robust analytic continuation of Green's functions via projection, polen estimation, and semidefinite relaxation. 2022.
• Huang H-Y, Tong Y, Fang D, Su Y. Learning many-body Hamiltonians with Heisenberg-limited scaling. 2022.
• Dong Y, Lin L, Tong Y. Ground-State Preparation and Energy Estimation on Early Fault-Tolerant Quantum Computers via Quantum Eigenvalue Transformation of Unitary Matrices. PRX Quantum. 2022 Oct 1;3(4).
• Tong Y, Albert VV, McClean JR, Preskill J, Su Y. Provably accurate simulation of gauge theories and bosonic systems. Quantum. 2022 Sep 22;6:816u2013816.
• Dong Y, Lin L, Ni H, Wang J. Infinite quantum signal processing. 2022.
• Fang D, Lin L, Tong Y. Time-marching based quantum solvers for time-dependent linearn differential equations. 2022.
• Lee S, Lee J, Zhai H, Tong Y, Dalzell AM, Kumar A, et al. Is there evidence for exponential quantum advantage in quantumn chemistry? 2022.
• Abrahamsen N, Lin L. Efficient anti-symmetrization of a neural network layer by taming then sign problem. 2022.
• Dong Y, Lin L, Tong Y. Ground state preparation and energy estimation on early fault-tolerantn quantum computers via quantum eigenvalue transformation of unitary matrices. 2022.
• Yao J, Li H, Bukov M, Lin L, Ying L. Monte Carlo Tree Search based Hybrid Optimization of Variational Quantumn Circuits. 2022.
• Abrahamsen N, Tong Y, Bao N, Su Y, Wiebe N. Entanglement area law for 1D gauge theories and bosonic systems. 2022.
• Camps D, Lin L, Beeumen RV, Yang C. Explicit Quantum Circuits for Block Encodings of Certain Sparse Matrices. 2022.
• Lin L, Tong Y. Heisenberg-Limited Ground-State Energy Estimation for Early Fault-Tolerant Quantum Computers. PRX Quantum. 2022 Feb 2;3(1).
• Lin L. Lecture Notes on Quantum Algorithms for Scientific Computation. 2022.
• Tong Y, Albert VV, McClean JR, Preskill J, Su Y. Provably accurate simulation of gauge theories and bosonic systems. QUANTUM. 2022;6:1u201348.
• Lin J, Goldshlager G, Lin L. Explicitly antisymmetrized neural network layers for variational Monten Carlo simulation. 2021.
• An D, Fang D, Lin L. Time-dependent Hamiltonian Simulation of Highly Oscillatory Dynamics andn Superconvergence for Schru00f6dinger Equation. 2021.
• Faulstich FM, Kim R, Cui Z-H, Wen Z, Chan GK-L, Lin L. On the pure state $v$-representability of density matrix embeddingn theory. 2021.
• Epperly EN, Lin L, Nakatsukasa Y. A theory of quantum subspace diagonalization. 2021.
• Tong Y, Albert VV, McClean JR, Preskill J, Su Y. Provably accurate simulation of gauge theories and bosonic systems. 2021.
• Wang J, Dong Y, Lin L. On the energy landscape of symmetric quantum signal processing. 2021.
• Tong Y, An D, Wiebe N, Lin L. Fast inversion, preconditioned quantum linear system solvers, fast Green's-function computation, and fast evaluation of matrix functions. Physical Review A. 2021 Sep 27;104(3).
• Xing X, Lin L. Staggered mesh method for correlation energy calculations of solids:n Random phase approximation in direct ring coupled cluster doubles andn adiabatic connection formalisms. 2021.
• Dong Y, Whaley KB, Lin L. A quantum hamiltonian simulation benchmark. 2021.
• An D, Cheng SY, Head-Gordon T, Lin L, Lu J. Convergence of stochastic-extended Lagrangian molecular dynamics method for polarizable force field simulation. Journal of Computational Physics. 2021 Aug 1;438.
• Xing X, Li X, Lin L. Unified analysis of finite-size error for periodic Hartree-Fock andn second order Mu00f8ller-Plesset perturbation theory. 2021.
• An D, Fang D, Lin L. Parallel transport dynamics for mixed quantum states with applicationsn to time-dependent density functional theory. 2021.
• Lin L, Tong Y. Heisenberg-limited ground state energy estimation for earlyn fault-tolerant quantum computers. 2021.
• Xing X, Li X, Lin L. Staggered mesh method for correlation energy calculations of solids:n Second order Mu00f8ller-Plesset perturbation theory. 2021.
• Lin L, Tong Y. Low-Rank Representation of Tensor Network Operators with Long-Range Pairwise Interactions. SIAM Journal on Scientific Computing. 2021 Jan;43(1):A164u201392.
• An D, Fang D, Lin L. Time-dependent unbounded Hamiltonian simulation with vector norm scaling. 2020.
• Lin L, Tong Y. Near-optimal ground state preparation. Quantum. 2020 Dec 14;4:372u2013372.
• Yao J, Ku00f6ttering P, Gundlach H, Lin L, Bukov M. Noise-Robust End-to-End Quantum Control using Deep Autoregressive Policyn Networks. 2020.
• Lin L, Tong Y. Optimal polynomial based quantum eigenstate filtering with application to solving quantum linear systems. Quantum. 2020 Nov 11;4:361u2013361.
• Faulstich FM, Wu X, Lin L. Discontinuous Galerkin method with Voronoi partitioning for Quantumn Simulation of Chemistry. 2020.
• An D, Lin L, Lindsey M. Towards sharp error analysis of extended Lagrangian molecular dynamics. 2020.
• Peng Y, Lin L, Ying L, Zepeda-Nu00fau00f1ez L. Efficient Long-Range Convolutions for Point Clouds. 2020.
• Yao J, Lin L, Bukov M. Reinforcement Learning for Many-Body Ground-State Preparation Inspiredn by Counterdiabatic Driving. 2020.
• Tong Y, An D, Wiebe N, Lin L. Fast inversion, preconditioned quantum linear system solvers, and fastn evaluation of matrix functions. 2020.
• Wu X, Lindsey M, Zhou T, Tong Y, Lin L. Enhancing robustness and efficiency of density matrix embedding theory via semidefinite programming and local correlation potential fitting. Physical Review B. 2020 Aug 12;102(8).
• Dong Y, Lin L. Random circuit block-encoded matrix and a proposal of quantum LINPACKn benchmark. 2020.
• Garcu00eda A, Papior N, Akhtar A, Artacho E, Blum V, Bosoni E, et al. SIESTA: recent developments and applications. 2020.
• Tan S, Leven I, An D, Lin L, Head-Gordon T. Stochastic Constrained Extended System Dynamics for Solving Chargen Equilibration Models. 2020.
• Jia W, Wang H, Chen M, Lu D, Lin L, Car R, et al. Pushing the limit of molecular dynamics with ab initio accuracy to 100n million atoms with machine learning. 2020.
• Lu D, Wang H, Chen M, Liu J, Lin L, Car R, et al. 86 PFLOPS Deep Potential Molecular Dynamics simulation of 100 millionn atoms with ab initio accuracy. 2020.
• Lin L, Tong Y. Near-optimal ground state preparation. 2020.
• Dong Y, Meng X, Whaley KB, Lin L. Efficient phase-factor evaluation in quantum signal processing. 2020.
• Wu X, Lindsey M, Zhou T, Tong Y, Lin L. Enhancing robustness and efficiency of density matrix embedding theoryn via semidefinite programming and local correlation potential fitting. 2020.
• Zhang J, Zepeda-Nu00fau00f1ez L, Yao Y, Lin L. Learning the mapping $mathbf{x}mapsto sum_{i=1}^d x_i^2$: the cost ofn finding the needle in a haystack. 2020.
• An D, Lin L, Xu Z. Split representation of adaptively compressed polarizability operator. 2020.
• Yao J, Bukov M, Lin L. Policy Gradient based Quantum Approximate Optimization Algorithm. 2020.
• Lin L, Wu X. Numerical solution of large scale Hartree-Fock-Bogoliubov equations. 2019.
• Han J, Li Y, Lin L, Lu J, Zhang J, Zhang L. Universal approximation of symmetric and anti-symmetric functions. 2019 Dec 3;
• Zepeda-Nu00fau00f1ez L, Chen Y, Zhang J, Jia W, Zhang L, Lin L. Deep Density: circumventing the Kohn-Sham equations via symmetryn preserving neural networks. 2019.
• Lee J, Lin L, Head-Gordon M. Systematically Improvable Tensor Hypercontraction: Interpolativen Separable Density-Fitting for Molecules Applied to Exact Exchange, Second-n and Third-Order Mu00f8ller-Plesset Perturbation Theory. 2019.
• Lin L, Tong Y. Optimal polynomial based quantum eigenstate filtering with applicationn to solving quantum linear systems. 2019.
• Lin L, Lindsey M. Variational embedding for quantum many-body problems. 2019.
• An D, Lin L. Quantum linear system solver based on time-optimal adiabatic quantumn computing and quantum approximate optimization algorithm. 2019.
• Lin L, Tong Y. Low-rank representation of tensor network operators with long-rangen pairwise interactions. 2019.
• McClean JR, Faulstich FM, Zhu Q, Ou2019Gorman B, Qiu Y, White SR, et al. Discontinuous Galerkin discretization for quantum simulation ofn chemistry. 2019.
• Wu X, Cui ZH, Tong Y, Lindsey M, Chan GKL, Lin L. Projected density matrix embedding theory with applications to the two-dimensional Hubbard model. Journal of Chemical Physics. 2019 Aug 14;151(6).
• Mejuto-Zaera C, Zepeda-Nu00fau00f1ez L, Lindsey M, Tubman N, Whaley KB, Lin L. Efficient hybridization fitting for dynamical mean-field theory vian semi-definite relaxation. 2019.
• Henneke F, Lin L, Vorwerk C, Draxl C, Klein R, Yang C. Fast optical absorption spectra calculations for periodic solid staten systems. 2019.
• Khoo Y, Lin L, Lindsey M, Ying L. Semidefinite relaxation of multi-marginal optimal transport for strictlyn correlated electrons in second quantization. 2019.
• Jia W, Wang L-W, Lin L. Parallel Transport Time-Dependent Density Functional Theory Calculationsn with Hybrid Functional on Summit. 2019.
• Wu X, Cui Z-H, Tong Y, Lindsey M, Chan GK-L, Lin L. Projected Density Matrix Embedding Theory with Applications to then Two-Dimensional Hubbard Model. 2019.
• Lin L, Lindsey M. Sparsity pattern of the self-energy for classical and quantum impurityn problems. 2019.
• Li Y, Lin L. Globally constructed adaptive local basis set for spectral projectors of second order differential operators. Multiscale Modeling and Simulation. 2019 Jan 1;17(1):92u2013116.
• Jia W, Lin L. Fast real-time time-dependent hybrid functional calculations with then parallel transport gauge and the adaptively compressed exchange formulation. 2018.
• Lin L, Lindsey M. Bold Feynman diagrams and the Luttinger-Ward formalism via Gibbsn measures. Part II: Non-perturbative analysis. 2018.
• Lin L, Lindsey M. Bold Feynman diagrams and the Luttinger-Ward formalism via Gibbsn measures. Part I: Perturbative approach. 2018.
• Fan Y, Feliu-Faba J, Lin L, Ying L, Zepeda-Nunez L. A multiscale neural network based on hierarchical nested bases. 2018.
• Fan Y, Lin L, Ying L, Zepeda-Nunez L. A multiscale neural network based on hierarchical matrices. 2018.
• Jia W, An D, Wang L-W, Lin L. Fast real-time time-dependent density functional theory calculationsn with the parallel transport gauge. 2018.
• Damle A, Levitt A, Lin L. Variational formulation for Wannier functions with entangled bandn structure. 2018.
• Lin L, Lindsey M. Variational structure of Luttinger-Ward formalism and bold diagrammaticn expansion for Euclidean lattice field theory. 2017.
• Dong K, Hu W, Lin L. Interpolative Separable Density Fitting through Centroidal Voronoin Tessellation With Applications to Hybrid Functional Electronic Structuren Calculations. 2017.
• Hu W, Huang Y, Lin L, Kan E, Li X, Yang C, et al. Strong Edge Magnetism and Tunable Energy Gaps in Zigzag Graphene Quantumn Dots with High Stability. 2017.
• Hu W, Lin L, Yang C. Projected Commutator DIIS Method for Accelerating Hybrid Functionaln Electronic Structure Calculations. 2017.
• Jia W, Lin L. Robust Determination of the Chemical Potential in the Pole Expansion andn Selected Inversion Method for Solving Kohn-Sham density functional theory. 2017.
• Jacquelin M, Lin L, Yang C. PSelInv - A Distributed Memory Parallel Algorithm for Selectedn Inversion: the non-symmetric Case. 2017.
• Hu W, Lin L, Yang C. Interpolative Separable Density Fitting Decomposition for Acceleratingn Hybrid Density Functional Calculations With Applications to Defects inn Silicon. 2017.
• Yang X, Wan X, Lin L, Lei H. A General Framework for Enhancing Sparsity of Generalized Polynomialn Chaos Expansions. 2017.
• Damle A, Lin L. Disentanglement via entanglement: A unified method for Wanniern localization. 2017.
• Lin L, Lindsey M. Convergence of adaptive compression methods for Hartree-Fock-liken equations. 2017.
• Lin L, Lu J. Decay estimates of discretized Greenu2019s functions for Schru00f6dinger type operators. Science China Mathematics. 2016 Aug 1;59(8):1561u201378.
• Li X, Lin L, Lu J. PEXSI-$u03a3$: A Green's function embedding method for Kohn-Shamn density functional theory. 2016 Jun 1;
• Lin L, Xu Z, Ying L. Adaptively compressed polarizability operator for accelerating largen scale textit{ab initio} phonon calculations. 2016.
• Damle A, Lin L, Ying L. Computing localized representations of the kohn-sham subspace vian randomization and refinement. 2016.
• Jacquelin M, Lin L, Jia W, Zhao Y, Yang C. A Left-Looking Selected Inversion Algorithm and Task Parallelism onn Shared Memory Systems. 2016.
• Lin L, Stamm B. A posteriori error estimates for discontinuous Galerkin methods usingn non-polynomial basis functions. Part II: Eigenvalue problems. 2016.
• Lin L. Adaptively Compressed Exchange Operator. 2016.
• Zhang G, Lin L, Hu W, Yang C, Pask JE. Adaptive local basis set for Kohn-Sham density functional theory in an discontinuous Galerkin framework II: Force, vibration, and molecular dynamicsn calculations. 2015.
• Hu W, Lin L, Yang C. DGDFT: A Massively Parallel Method for Large Scale Density Functionaln Theory Calculations. 2015.
• Lin L. Randomized estimation of spectral densities of large matrices maden accurate. 2015.
• Jacquelin M, Lin L, Wichmann N, Yang C. Enhancing the scalability and load balancing of the parallel selectedn inversion algorithm via tree-based asynchronous communication. 2015.
• Lin L, Stamm B. A posteriori error estimates for discontinuous Galerkin methods usingn non-polynomial basis functions. Part I: Second order linear PDE. 2015.
• Hu W, Lin L, Yang C. Edge reconstruction in armchair phosphorene nanoribbons revealed byn discontinuous Galerkin density functional theory. 2015.
• Lin L. Localized spectrum slicing. 2014.
• Hu W, Lin L, Yang C, Yang J. Electronic Structure of Large-Scale Graphene Nanoflakes. 2014.
• Damle A, Lin L, Ying L. Compressed representation of Kohn-Sham orbitals via selected columns ofn the density matrix. 2014.
• Lin L, Garcu00eda A, Huhs G, Yang C. SIESTA-PEXSI: Massively parallel method for efficient and accuraten textit{ab initio} materials simulation without matrix diagonalization. 2014.
• Jacquelin M, Lin L, Yang C. PSelInv -- A Distributed Memory Parallel Algorithm for Selectedn Inversion : the Symmetric Case. 2014.
• Liu F, Lin L, Vigil-Fowler D, Lischner J, Kemper AF, Sharifzadeh S, et al. Numerical integration for ab initio many-electron self energyn calculations within the GW approximation. 2014.
• Kaye J, Lin L, Yang C. A posteriori error estimator for adaptive local basis functions to solven Kohn-Sham density functional theory. 2014.
• Lin L, Lu J, Shao S. Analysis of time reversible born-oppenheimer molecular dynamics. Entropy. 2014 Jan 1;16(1):110u201337.
• Damle A, Lin L, Ying L. Pole expansion for solving a type of parametrized linear systems inn electronic structure calculations. 2013.
• Lin L, Saad Y, Yang C. Approximating spectral densities of large matrices. 2013.
• Lin L, Shao S, Weinan E. Efficient iterative method for solving the Dirac-Kohn-Sham densityn functional theory. 2012.
• Mendl CB, Lin L. Towards the Kantorovich dual solution for strictly correlated electronsn in atoms and molecules. 2012.
• Lin L, Yang C. Elliptic preconditioner for accelerating the self consistent fieldn iteration in Kohn-Sham density functional theory. 2012.
• Lin L, Chen M, Yang C, He L. Accelerating Atomic Orbital-based Electronic Structure Calculation vian Pole Expansion and Selected Inversion. 2012.
• Lin L, Lu J, Ying L, E W. Adaptive local basis set for Kohnu2013Sham density functional theory in a discontinuous Galerkin framework I: Total energy calculation. Journal of Computational Physics. 2012 Feb;231(4):2140u201354.
• Lin L, Ying L. Element orbitals for Kohn-Sham density functional theory. 2012.
• Lin L, Lu J, Ying L, Weinan E. Optimized local basis set for Kohn-Sham density functional theory. 2011.
• Lin L, Morrone JA, Car R, Parrinello M. Momentum distribution, vibrational dynamics and the potential of meann force in ice. 2011.
• Lin L, Lu J, Ying L. Fast construction of hierarchical matrix representation from matrix-vector multiplication. Journal of Computational Physics. 2011 Jan 1;230(10):4071u201387.
• Lin L, Morrone J, Car R, Parrinello M. Displaced path integral formulation for the momentum distribution ofn quantum particles. 2010.

In The News

• Advancing Quantum Computers, with Pencil and Paper (Jan 27, 2025 | Trinity College of Arts & Sciences)