Pratik Nandy

Dr. Pratik Nandy


Research Focus & Metrics

Academic Career Length

6Years (2021-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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25 May 2022 in Journal of High Energy Physics
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Journal Article
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BBBudhaditya Bhattacharjee
Budhaditya Bhattacharjee
XCXiangyu Cao
Xiangyu Cao
PNPratik Nandy
Pratik Nandy
TPTanay Pathak
Tanay Pathak
In semi-classical systems, the exponential growth of the out-of-time-order correlator (OTOC) is believed to be the hallmark of quantum chaos. However, on several occasions, it has been argued that, even in integrable systems, OTOC can grow exponentially due to the presence of unstable saddle points in the phase space. In this work, we probe such an integrable system exhibiting saddle-dominated scrambling through Krylov complexity and the associated Lanczos coefficients. In the realm of the universal operator growth hypothesis, we demonstrate that the Lanczos coefficients follow the linear growth, which ensures the exponential behavior of Krylov complexity at early times. The linear growth arises entirely due to the saddle, which dominates other phase-space points even away from itself. Our results reveal that the exponential growth of Krylov complexity can be observed in integrable systems with saddle-dominated scrambling and thus need not be associated with the presence of chaos.

15 May 2025 in Physics Reports
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Journal Article
Closed access
PNPratik Nandy
Pratik Nandy
AMApollonas S. Matsoukas-Roubeas
Apollonas S. Matsoukas-Roubeas
PMPablo Martínez-Azcona
Pablo Martínez-Azcona
ADAnatoly Dymarsky
Anatoly Dymarsky
Adolfo del CampoAdolfo del Campo
Adolfo del Campo

14 December 2022 in Journal of High Energy Physics
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ABAranya Bhattacharya
Aranya Bhattacharya
PNPratik Nandy
Pratik Nandy
PNPingal Pratyush Nath
Pingal Pratyush Nath
HSHimanshu Sahu
Himanshu Sahu
Inspired by the universal operator growth hypothesis, we extend the formalism of Krylov construction in dissipative open quantum systems connected to a Markovian bath. Our construction is based upon the modification of the Liouvillian superoperator by the appropriate Lindbladian, thereby following the vectorized Lanczos algorithm and the Arnoldi iteration. This is well justified due to the incorporation of non-Hermitian effects due to the environment. We study the growth of Lanczos coefficients in the transverse field Ising model (integrable and chaotic limits) for boundary amplitude damping and bulk dephasing. Although the direct implementation of the Lanczos algorithm fails to give physically meaningful results, the Arnoldi iteration retains the generic nature of the integrability and chaos as well as the signature of non-Hermiticity through separate sets of coefficients (Arnoldi coefficients) even after including the dissipative environment. Our results suggest that the Arnoldi iteration is meaningful and more appropriate in dealing with open systems.

8 March 2023 in Journal of High Energy Physics
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BBBudhaditya Bhattacharjee
Budhaditya Bhattacharjee
XCXiangyu Cao
Xiangyu Cao
PNPratik Nandy
Pratik Nandy
TPTanay Pathak
Tanay Pathak
We study the operator growth in open quantum systems with dephasing dissipation terms, extending the Krylov complexity formalism of [1]. Our results are based on the study of the dissipative q-body Sachdev-Ye-Kitaev (SYKq) model, governed by the Markovian dynamics. We introduce a notion of “operator size concentration” which allows a diagrammatic and combinatorial proof of the asymptotic linear behavior of the two sets of Lanczos coefficients (an and bn) in the large q limit. Our results corroborate with the semi-analytics in finite q in the large N limit, and the numerical Arnoldi iteration in finite q and finite N limit. As a result, Krylov complexity exhibits exponential growth following a saturation at a time that grows logarithmically with the inverse dissipation strength. The growth of complexity is suppressed compared to the closed system results, yet it upper bounds the growth of the normalized out-of-time-ordered correlator (OTOC). We provide a plausible explanation of the results from the dual gravitational side.

17 May 2021 in Journal of High Energy Physics
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ABAranya Bhattacharya
Aranya Bhattacharya
ABArpan Bhattacharyya
Arpan Bhattacharyya
PNPratik Nandy
Pratik Nandy
APAyan K. Patra
Ayan K. Patra
We study the entanglement islands and subsystem volume complexity corresponding to the left/ right entanglement of a conformal defect in d-dimensions in Randall-Sundrum (RS) braneworld model with subcritical tension brane. The left and right modes of the defect mimic the eternal black hole and radiation system respectively. Hence the entanglement entropy between the two follows an eternal black hole Page curve which is unitarity compatible. We compute the volumes corresponding to the left and right branes with preferred Ryu-Takanayagi (RT) surfaces at different times, which provide a probe of the subregion complexity of the black hole and the radiation states respectively. An interesting jump in volume is found at Page time, where the entanglement curve is saturated due to the inclusion of the island surfaces. We explain various possibilities of this phase transition in complexity at Page time and argue how these results match with a covariant proposal qualitatively.

12 December 2023 in Journal of High Energy Physics
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ABAranya Bhattacharya
Aranya Bhattacharya
PNPratik Nandy
Pratik Nandy
PNPingal Pratyush Nath
Pingal Pratyush Nath
HSHimanshu Sahu
Himanshu Sahu
Continuing the previous initiatives [1, 2], we pursue the exploration of operator growth and Krylov complexity in dissipative open quantum systems. In this paper, we resort to the bi-Lanczos algorithm generating two bi-orthogonal Krylov spaces, which individually generate non-orthogonal subspaces. Unlike the previously studied Arnoldi iteration, this algorithm renders the Lindbladian into a purely tridiagonal form, thus opening up a possibility to study a wide class of dissipative integrable and non-integrable systems by computing Krylov complexity at late times. Our study relies on two specific systems, the dissipative transverse-field Ising model (TFIM) and the dissipative interacting XXZ chain. We find that, for the weak coupling, initial Lanczos coefficients can efficiently distinguish integrable and chaotic evolution before the dissipative effect sets in, which results in more fluctuations in higher Lanczos coefficients. This results in the equal saturation of late-time complexity for both integrable and chaotic cases, making the notion of late-time chaos dubious.