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2020 – today

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2025
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Shreyas Sunil Gaikwad, Sri Hari Krishna Narayanan, Laurent Hascoët, Jean-Michel Campin, Helen Pillar, An Nguyen, Jan Hückelheim, Paul D. Hovland, Patrick Heimbach:
MITgcm-AD v2: Open source tangent linear and adjoint modeling framework for the oceans and atmosphere enabled by the Automatic Differentiation tool Tapenade. Future Gener. Comput. Syst. 163: 107512 (2025)
2024
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Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balasubramanya T. Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy, Patrick Heimbach:
Parametric Sensitivities of a Wind-driven Baroclinic Ocean Using Neural Surrogates. PASC 2024: 6:1-6:10
[i4]
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  - journals/corr/abs-2404-05768
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Yixuan Sun, Olaperi Yeside Sowunmi, Romain Egele, Sri Hari Krishna Narayanan, Luke Van Roekel, Prasanna Balaprakash:
Streamlining Ocean Dynamics Modeling with Fourier Neural Operators: A Multiobjective Hyperparameter and Architecture Optimization Approach. CoRR abs/2404.05768 (2024)
[i3]
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  - journals/corr/abs-2405-15590
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Laurent Hascoët, Jean-Luc Bouchot, Shreyas Sunil Gaikwad, Sri Hari Krishna Narayanan, Jan Hückelheim:
Profiling checkpointing schedules in adjoint ST-AD. CoRR abs/2405.15590 (2024)
2023
[j4]
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Shreyas Sunil Gaikwad, Laurent Hascoët, Sri Hari Krishna Narayanan, Liz Curry-Logan, Ralf Greve, Patrick Heimbach:
SICOPOLIS-AD v2: tangent linear and adjoint modeling framework for ice sheet modeling enabled by automatic differentiation tool Tapenade. J. Open Source Softw. 8(83): 4679 (2023)
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Michel Schanen, Sri Hari Krishna Narayanan, Sarah Williamson, Valentin Churavy, William S. Moses, Ludger Paehler:
Transparent Checkpointing for Automatic Differentiation of Program Loops Through Expression Transformations. ICCS (3) 2023: 483-497
[i2]
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  - journals/corr/abs-2311-08421
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Yixuan Sun, Elizabeth Cucuzzella, Steven Brus, Sri Hari Krishna Narayanan, Balu Nadiga, Luke Van Roekel, Jan Hückelheim, Sandeep Madireddy:
Surrogate Neural Networks to Estimate Parametric Sensitivity of Ocean Models. CoRR abs/2311.08421 (2023)
2022
[c32]
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Sri Hari Krishna Narayanan, Thomas Propson, Marcelo Bongarti, Jan Hückelheim, Paul D. Hovland:
Reducing Memory Requirements of Quantum Optimal Control. ICCS (4) 2022: 129-142
[c31]
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William S. Moses, Sri Hari Krishna Narayanan, Ludger Paehler, Valentin Churavy, Michel Schanen, Jan Hückelheim, Johannes Doerfert, Paul D. Hovland:
Scalable Automatic Differentiation of Multiple Parallel Paradigms through Compiler Augmentation. SC 2022: 60:1-60:18
[c30]
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Robert Jackson, Rebecca Gjini, Sri Hari Krishna Narayanan, Matt Menickelly, Paul D. Hovland, Jan Hückelheim, Scott M. Collis:
Improving PyDDA's atmospheric wind retrievals using automatic differentiation and Augmented Lagrangian methods. SciPy 2022: 210-216
2021
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Torsten Falko Bosse, Sri Hari Krishna Narayanan:
Study of the numerical efficiency of structured abs-normal forms. Optim. Methods Softw. 36(5): 909-933 (2021)
[c29]
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William S. Moses, Valentin Churavy, Ludger Paehler, Jan Hückelheim, Sri Hari Krishna Narayanan, Michel Schanen, Johannes Doerfert:
Reverse-mode automatic differentiation and optimization of GPU kernels via enzyme. SC 2021: 61
2020
[c28]
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  - conf/icpp/HuckelheimSNH20
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Jan Hückelheim, Michel Schanen, Sri Hari Krishna Narayanan, Paul D. Hovland:
Vector Forward Mode Automatic Differentiation on SIMD/SIMT architectures. ICPP 2020: 39:1-39:11
[c27]
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  - conf/siamcsc/BockhornNW20
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Arne Bockhorn, Sri Hari Krishna Narayanan, Andrea Walther:
Checkpointing Approaches for the Computation of Adjoints Covering Resilience Issues. CSC 2020: 22-31

2010 – 2019

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2019
[c26]
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Jan Hückelheim, Navjot Kukreja, Sri Hari Krishna Narayanan, Fabio Luporini, Gerard Gorman, Paul D. Hovland:
Automatic Differentiation for Adjoint Stencil Loops. ICPP 2019: 83:1-83:10
[i1]
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  - journals/corr/abs-1907-02818
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Jan Hückelheim, Navjot Kukreja, Sri Hari Krishna Narayanan, Fabio Luporini, Gerard Gorman, Paul D. Hovland:
Automatic Differentiation for Adjoint Stencil Loops. CoRR abs/1907.02818 (2019)
2018
[j2]
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  - journals/oms/KulshreshthaNBM18
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Kshitij Kulshreshtha, Sri Hari Krishna Narayanan, Julie Bessac, K. Macintyre:
Efficient computation of derivatives for solving optimization problems in R and Python using SWIG-generated interfaces to ADOL-C. Optim. Methods Softw. 33(4-6): 1173-1191 (2018)
[c25]
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Jan Hückelheim, Paul D. Hovland, Sri Hari Krishna Narayanan, Paulius Velesko:
Vectorised Computation of Diverging Ensembles. ICPP 2018: 51:1-51:10
[c24]
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  - conf/sas/HuckelheimLNSH18
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Jan Hückelheim, Ziqing Luo, Sri Hari Krishna Narayanan, Stephen F. Siegel, Paul D. Hovland:
Verifying Properties of Differentiable Programs. SAS 2018: 205-222
2015
[c23]
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  - conf/ifip7/KulshreshthaNA15
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Kshitij Kulshreshtha, Sri Hari Krishna Narayanan, Tim Albring:
A Mixed Approach to Adjoint Computation with Algorithmic Differentiation. System Modelling and Optimization 2015: 331-340
2014
[j1]
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  - journals/aes/CallejoNJN14
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Alfonso Callejo, Sri Hari Krishna Narayanan, Javier García de Jalón, Boyana Norris:
Performance of automatic differentiation tools in the dynamic simulation of multibody systems. Adv. Eng. Softw. 73: 35-44 (2014)
2013
[c22]
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  - conf/ispass/BalaprakashBCGGNCHN13
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Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Exascale workload characterization and architecture implications. ISPASS 2013: 120-121
[c21]
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Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Exascale workload characterization and architecture implications. SpringSim (HPC) 2013: 5
2012
[c20]
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Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Abstract: An Exascale Workload Study. SC Companion 2012: 1463-1464
[c19]
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Prasanna Balaprakash, Darius Buntinas, Anthony Chan, Apala Guha, Rinku Gupta, Sri Hari Krishna Narayanan, Andrew A. Chien, Paul D. Hovland, Boyana Norris:
Poster: An Exascale Workload Study. SC Companion 2012: 1465
2011
[c18]
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Sri Hari Krishna Narayanan, Boyana Norris, Paul D. Hovland, Duc C. Nguyen, Assefaw Hadish Gebremedhin:
Sparse Jacobian Computation Using ADIC2 and ColPack. ICCS 2011: 2115-2123
2010
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Sri Hari Krishna Narayanan, Boyana Norris, Paul D. Hovland:
Generating Performance Bounds from Source Code. ICPP Workshops 2010: 197-206
[c16]
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  - conf/lctrts/OzturkKIN10
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Ozcan Ozturk, Mahmut T. Kandemir, Mary Jane Irwin, Sri Hari Krishna Narayanan:
Compiler directed network-on-chip reliability enhancement for chip multiprocessors. LCTES 2010: 85-94
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Sri Hari Krishna Narayanan, Boyana Norris, Beata Winnicka:
ADIC2: Development of a component source transformation system for differentiating C and C++. ICCS 2010: 1845-1853

2000 – 2009

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2009
[c14]
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  - conf/cases/KandemirZMON09
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Mahmut T. Kandemir, Yuanrui Zhang, Sai Prashanth Muralidhara, Ozcan Ozturk, Sri Hari Krishna Narayanan:
Slicing based code parallelization for minimizing inter-processor communication. CASES 2009: 87-96
[c13]
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  - conf/date/HongNKO09
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Shengyan Hong, Sri Hari Krishna Narayanan, Mahmut T. Kandemir, Ozcan Ozturk:
Process variation aware thread mapping for Chip Multiprocessors. DATE 2009: 821-826
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Aditya Yanamandra, Mary Jane Irwin, Vijaykrishnan Narayanan, Mahmut T. Kandemir, Sri Hari Krishna Narayanan:
In-Network Caching for Chip Multiprocessors. HiPEAC 2009: 373-388
[c11]
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Mahmut T. Kandemir, Sai Prashanth Muralidhara, Sri Hari Krishna Narayanan, Yuanrui Zhang, Ozcan Ozturk:
Optimizing shared cache behavior of chip multiprocessors. MICRO 2009: 505-516
2008
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Sri Hari Krishna Narayanan, Mahmut T. Kandemir:
A Systematic Approach to Automatically Generate Multiple Semantically Equivalent Program Versions. Ada-Europe 2008: 185-198
[c9]
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Ozcan Ozturk, Mahmut T. Kandemir, Sri Hari Krishna Narayanan:
A Scratch-Pad Memory Aware Dynamic Loop Scheduling Algorithm. ISQED 2008: 738-743
2007
[c8]
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Sri Hari Krishna Narayanan, Mahmut T. Kandemir, Richard R. Brooks:
Performance aware secure code partitioning. DATE 2007: 1122-1127
[c7]
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Ramya Prabhakar, Seung Woo Son, Christina M. Patrick, Sri Hari Krishna Narayanan, Mahmut T. Kandemir:
Securing Disk-Resident Data through Application Level Encryption. IEEE Security in Storage Workshop 2007: 46-57
2006
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Sri Hari Krishna Narayanan, Mahmut T. Kandemir, Richard R. Brooks, Ibrahim Kolcu:
Secure Execution of Computations in Untrusted Hosts. Ada-Europe 2006: 106-118
[c5]
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Hakduran Koc, Ozcan Ozturk, Mahmut T. Kandemir, Sri Hari Krishna Narayanan, Ehat Ercanli:
Minimizing energy consumption of banked memories using data recomputation. ISLPED 2006: 358-362
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Sri Hari Krishna Narayanan, Mahmut T. Kandemir, Ozcan Ozturk:
Compiler-Directed Power Density Reduction in NoC-Based Multi-Core Designs. ISQED 2006: 570-575
2005
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Sri Hari Krishna Narayanan, Seung Woo Son, Mahmut T. Kandemir, Feihui Li:
Using loop invariants to fight soft errors in data caches. ASP-DAC 2005: 1317-1320
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Sri Hari Krishna Narayanan, Guilin Chen, Mahmut T. Kandemir, Yuan Xie:
Temperature-Sensitive Loop Parallelization for Chip Multiprocessors. ICCD 2005: 677-682
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Sri Hari Krishna Narayanan, Özcan Özturk, Mahmut T. Kandemir, Mustafa Karaköy:
Workload Clustering for Increasing Energy Savings on Embedded MPSoCs. SoCC 2005: 155-160

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