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1

Machine-Learning Quantum States in the NISQ Era

Torlai, Giacomo, Melko, Roger

Journal:

Annual Review of Condensed Matter Physics

Year:

2020

Language:

english

File:

PDF, 671 KB

english, 2020

2

Learning thermodynamics with Boltzmann machines

Torlai, Giacomo, Melko, Roger G.

Journal:

Physical Review B

Year:

2016

Language:

english

File:

PDF, 462 KB

english, 2016

3

Machine learning phases of matter

Carrasquilla, Juan, Melko, Roger G.

Journal:

Year:

2017

Language:

english

File:

PDF, 586 KB

english, 2017

4

Neural-network quantum state tomography

Torlai, Giacomo, Mazzola, Guglielmo, Carrasquilla, Juan, Troyer, Matthias, Melko, Roger, Carleo, Giuseppe

Journal:

Year:

2018

Language:

english

File:

PDF, 6.82 MB

english, 2018

5

Machine learning design of a trapped-ion quantum spin simulator

Teoh, Yi Hong, Drygala, Marina, Melko, Roger G, Islam, Rajibul

Journal:

Quantum Science and Technology

Year:

2020

Language:

english

File:

PDF, 992 KB

english, 2020

6

MELKO ON VIOLENCE [with REJOINDER]

Robert H. Whealey and Matthew Melko

Journal:

International Journal on World Peace

Year:

1986

Language:

english

File:

PDF, 432 KB

english, 1986

7

The great northern peace

Journal:

Year:

1989

Language:

english

File:

PDF, 639 KB

english, 1989

8

Noncompliance maxillary molar distalization with the First Class Appliance: A randomized controlled trial

Moschos A. Papadopoulos, Aristides B. Melkos, Athanasios E. Athanasiou

Journal:

American Journal of Orthodontics and Dentofacial Orthopedics

Year:

2010

Language:

english

File:

PDF, 788 KB

english, 2010

9

Mobile manipulation for the Mars exploration rover - a dexterous and robust instrument positioning system

Baumgartner, E.T., Bonitz, R.G., Melko, J.P., Shiraishi, L.R., Leger, P.C., Trebi-Ollennu, A.

Journal:

IEEE Robotics & Automation Magazine

Year:

2006

Language:

english

File:

PDF, 1.92 MB

english, 2006

10

Asymptotic Cramér-Rao Bound for Noise-Compensated Autoregressive Analysis

Weruaga, Luis, Melko, O. Michael

Journal:

IEEE Transactions on Circuits and Systems I Fundamental Theory and Applications

Year:

2012

Language:

english

File:

PDF, 1.46 MB

english, 2012

11

Origins of Stability in Mixed Bismuth−Indium Clusters †

Gupta, Ujjwal, Reveles, J. Ulises, Melko, Joshua J., Khanna, Shiv N., Castleman, A. W.

Journal:

The Journal of Physical Chemistry C

Year:

2010

Language:

english

File:

PDF, 4.70 MB

english, 2010

12

The applicability of three-dimensional aromaticity in BiSn[sub n]−] Zintl analogues

Clayborne, Peneé A., Gupta, Ujjwal, Reber, Arthur C., Melko, Joshua J., Khanna, Shiv N., Castleman, A. W.

Journal:

The Journal of Chemical Physics

Year:

2010

Language:

english

File:

PDF, 1.95 MB

english, 2010

13

[IEEE 2005 IEEE Aerospace Conference - Big Sky, MT, USA (2005.03.5-2005.03.12)] 2005 IEEE Aerospace Conference - The Mars Exploration Rover instrument positioning system

Baumgartner, E.T., Bonitz, R.G., Melko, J.P., Shiraishi, L.R., Chris Leger, P.

Year:

2005

Language:

english

File:

PDF, 14.72 MB

english, 2005

14

[IEEE 2011 IEEE International Symposium on Circuits and Systems (ISCAS) - Rio de Janeiro, Brazil (2011.05.15-2011.05.18)] 2011 IEEE International Symposium of Circuits and Systems (ISCAS) - On the Cramér-Rao bound of autoregressive estimation in noise

Weruaga, Luis, Melko, O. Michael

Year:

2011

Language:

english

File:

PDF, 324 KB

english, 2011

15

Scaling in the Fan of an Unconventional Quantum Critical Point

Melko, Roger G., Kaul, Ribhu K.

Journal:

Physical Review Letters

Year:

2008

Language:

english

File:

PDF, 492 KB

english, 2008

16

Measuring Renyi Entanglement Entropy in Quantum Monte Carlo Simulations

Hastings, Matthew B., González, Iván, Kallin, Ann B., Melko, Roger G.

Journal:

Physical Review Letters

Year:

2010

Language:

english

File:

PDF, 372 KB

english, 2010

17

Path-integral Monte Carlo method for Rényi entanglement entropies

Herdman, C. M., Inglis, Stephen, Roy, P.-N., Melko, R. G., Del Maestro, A.

Journal:

Physical Review E

Year:

2014

Language:

english

File:

PDF, 1.29 MB

english, 2014

18

Book reviews

Melko, Roger, Fishman, Randy, Reboredo, Fernando

Journal:

Journal of Occupational Psychology

Year:

1990

Language:

english

File:

PDF, 194 KB

english, 1990

19

Letters

Melko, Matthew, Sollen, Robert, Sutter, Keith

Journal:

Year:

1993

Language:

english

File:

PDF, 187 KB

english, 1993

20

The present age and the myth of deterrence

Journal:

Year:

1991

Language:

english

File:

PDF, 478 KB

english, 1991

21

Entanglement area law in superfluid 4He

Herdman, C. M., Roy, P.-N., Melko, R. G., Maestro, A. Del

Journal:

Year:

2017

Language:

english

File:

PDF, 795 KB

english, 2017

22

Machine learning vortices at the Kosterlitz-Thouless transition

Beach, Matthew J. S., Golubeva, Anna, Melko, Roger G.

Journal:

Physical Review B

Year:

2018

Language:

english

File:

PDF, 438 KB

english, 2018

23

Quantum Boltzmann Machine

Amin, Mohammad H., Andriyash, Evgeny, Rolfe, Jason, Kulchytskyy, Bohdan, Melko, Roger

Journal:

Physical Review X

Year:

2018

Language:

english

File:

PDF, 460 KB

english, 2018

24

Latent Space Purification via Neural Density Operators

Torlai, Giacomo, Melko, Roger G.

Journal:

Physical Review Letters

Year:

2018

Language:

english

File:

PDF, 567 KB

english, 2018

25

Learnability scaling of quantum states: Restricted Boltzmann machines

Sehayek, Dan, Golubeva, Anna, Albergo, Michael S., Kulchytskyy, Bohdan, Torlai, Giacomo, Melko, Roger G.

Journal:

Physical Review B

Year:

2019

Language:

english

File:

PDF, 518 KB

english, 2019

26

Ground-state phases and quantum phase transitions in a two-dimensional spin-1/2 XY model with four-spin interactions

A.W. Sandvik, R.G. Melko

Journal:

Annals of Physics

Year:

2006

Language:

english

File:

PDF, 268 KB

english, 2006

27

Electronic structure of semiconductor clusters and the special stability of – A gas phase Zintl analogue

Ujjwal Gupta, J. Ulises Reveles, Joshua J. Melko, Shiv N. Khanna, A.W. Castleman Jr.

Journal:

Chemical Physics Letters

Year:

2009

Language:

english

File:

PDF, 701 KB

english, 2009

28

Electron delocalization in a non-cyclic all-metal III–V cluster

Ujjwal Gupta, J. Ulises Reveles, Joshua J. Melko, Shiv N. Khanna, A.W. Castleman Jr.

Journal:

Chemical Physics Letters

Year:

2009

Language:

english

File:

PDF, 525 KB

english, 2009

29

Resilient aromaticity in lead–indium clusters

Joshua J. Melko, S. Vincent Ong, Ujjwal Gupta, J. Ulises Reveles, Jonathan D’Emidio, Shiv N. Khanna, A.W. Castleman Jr.

Journal:

Chemical Physics Letters

Year:

2010

Language:

english

File:

PDF, 591 KB

english, 2010

30

Stability and electronic properties of isoelectronic heteroatomic analogs of

Ujjwal Gupta, Arthur C. Reber, Joshua J. Melko, Shiv N. Khanna, A.W. Castleman Jr.

Journal:

Chemical Physics Letters

Year:

2011

Language:

english

File:

PDF, 494 KB

english, 2011

31

Background processes at the population level during succession in grasslands on sand

G. Fekete, Z. Tuba, E. Melkó

Journal:

Year:

1988

Language:

english

File:

PDF, 697 KB

english, 1988

32

Application of soliton theory to the construction of pseudospherical surfaces in R3

M. Melko, I. Sterling

Journal:

Annals of Global Analysis and Geometry

Year:

1993

Language:

english

File:

PDF, 2.66 MB

english, 1993

33

Dental treatment prior to stem cell transplantation and its influence on the posttransplantation outcome

A. B. Melkos, G. Massenkeil, R. Arnold, P. A. Reichart

Journal:

Clinical Oral Investigations

Year:

2003

Language:

english

File:

PDF, 121 KB

english, 2003

34

Universal Signatures of Fractionalized Quantum Critical Points

Isakov, S. V., Melko, R. G., Hastings, M. B.

Journal:

Year:

2012

Language:

english

File:

PDF, 384 KB

english, 2012

35

Editor's Comment and Q&A: Noncompliance maxillary molar distalization with the First Class Appliance: A randomized controlled trial

Moschos A. Papadopoulos, Aristides B. Melkos, Athanasios E. Athanasiou

Journal:

American Journal of Orthodontics and Dentofacial Orthopedics

Year:

2010

Language:

english

File:

PDF, 149 KB

english, 2010

36

The role of G-quadruplex in RNA metabolism: Involvement of FMRP and FMR2P

Mireille Melko, Barbara Bardoni

Journal:

Year:

2010

Language:

english

File:

PDF, 636 KB

english, 2010

37

Topological entanglement entropy of a Bose–Hubbard spin liquid

Isakov, Sergei V., Hastings, Matthew B., Melko, Roger G.

Journal:

Year:

2011

Language:

english

File:

PDF, 430 KB

english, 2011

38

Finite-Temperature Transitions in Dipolar Spin Ice in a Large Magnetic Field

Ruff, Jacob P. C., Melko, Roger G., Gingras, Michel J. P.

Journal:

Physical Review Letters

Year:

2005

Language:

english

File:

PDF, 131 KB

english, 2005

39

Monte Carlo studies of the dipolar spin ice model

Melko, Roger G, Gingras, Michel J P

Journal:

Journal of Physics Condensed Matter

Year:

2004

Language:

english

File:

PDF, 1.43 MB

english, 2004

40

Continuous thermal melting of a two-dimensional Abrikosov vortex solid

Iaconis, J., Melko, R. G., Burkov, A. A.

Journal:

Physical Review B

Year:

2010

Language:

english

File:

PDF, 209 KB

english, 2010

41

Probing the Electronic Structures and Relative Stabilities of Monomagnesium Oxide Clusters MgO x – and MgO x ( x = 1–4): A Combined Photoelectron Imaging and Theoretical Investigation

Cheng, Shibo, Berkdemir, Cuneyt, Melko, Joshua J., Castleman, A. W.

Journal:

Journal of Physical Chemistry A

Year:

2013

Language:

english

File:

PDF, 1.89 MB

english, 2013

42

Bridging Lattice-Scale Physics and Continuum Field Theory with Quantum Monte Carlo Simulations

Kaul, Ribhu K., Melko, Roger G., Sandvik, Anders W.

Journal:

Annual Review of Condensed Matter Physics

Year:

2013

Language:

english

File:

PDF, 2.05 MB

english, 2013

43

Photoelectron imaging of small aluminum clusters: quantifying s–p hybridization

Melko, Joshua J., Castleman, A. W.

Journal:

Physical Chemistry Chemical Physics

Year:

2013

Language:

english

File:

PDF, 1.67 MB

english, 2013

44

: A Dipolar Spin Ice System

Bramwell, S. T., Harris, M. J., den Hertog, B. C., Gingras, M. J. P., Gardner, J. S., McMorrow, D. F., Wildes, A. R., Cornelius, A. L., Champion, J. D. M., Melko, R. G., Fennell, T.

Journal:

Physical Review Letters

Year:

2001

Language:

english

File:

PDF, 149 KB

english, 2001

45

On curves of constant torsion I

Larry M. Bates, O. Michael Melko

Journal:

Journal of Geometry

Year:

2013

Language:

english

File:

PDF, 475 KB

english, 2013

46

Al n Bi Clusters: Transitions Between Aromatic and Jellium Stability

Jones, Charles E., Clayborne, Peneé A., Reveles, J. Ulises, Melko, Joshua J., Gupta, Ujjwal, Khanna, Shiv N., Castleman, A. W.

Journal:

Journal of Physical Chemistry A

Year:

2008

Language:

english

File:

PDF, 1.86 MB

english, 2008

47

Comment on “Role of (NO) 2 Dimer in Reactions of Fe + with NO and NO 2 Studied by ICP-SIFT Mass Spectrometry”

Melko, Joshua J., Ard, Shaun G., Fournier, Joseph A., Shuman, Nicholas S., Troe, Jürgen, Viggiano, Albert A.

Journal:

Journal of Physical Chemistry A

Year:

2013

Language:

english

File:

PDF, 166 KB

english, 2013

48

Reactions of Fe + and FeO + with C 2 H 2 , C 2 H 4 , and C 2 H 6 : Temperature-Dependent Kinetics

Ard, Shaun G., Melko, Joshua J., Fournier, Joseph A., Shuman, Nicholas S., Viggiano, Albert A.

Journal:

Journal of Physical Chemistry A

Year:

2013

Language:

english

File:

PDF, 919 KB

english, 2013

49

Loss of FMR2 further emphasizes the link between deregulation of immediate early response genes FOS and JUN and intellectual disability

Melko, M., Nguyen, L. S., Shaw, M., Jolly, L., Bardoni, B., Gecz, J.

Journal:

Human Molecular Genetics

Year:

2013

Language:

english

File:

PDF, 298 KB

english, 2013

50

Combined Experimental and Theoretical Study of Al n X ( n = 1−6; X = As, Sb) Clusters: Evidence of Aromaticity and the Jellium Model

Melko, Joshua J., Clayborne, Peneé A., Jones, Charles E., Reveles, J. Ulises, Gupta, Ujjwal, Khanna, Shiv N., Castleman, A. W.

Journal:

Journal of Physical Chemistry A

Year:

2010

Language:

english

File:

PDF, 2.84 MB

english, 2010