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Published on: July 19, 2019
Sensitivity of pair statistics on pair potentials in many-body systems
Haina Wang1, Frank H Stillinger1, Salvatore Torquato2
1Department of Chemistry, Princeton University, Princeton, New Jersey 08544, USA.
Henderson's theorem in statistical mechanics, crucial for inverse problems, has practical limits. Distinct potentials can yield similar pair correlations, creating ambiguity in determining unique interactions.
Area of Science:
- Classical statistical mechanics
- Condensed matter physics
- Computational physics
Background:
- Henderson's theorem posits a unique pair potential for a given pair correlation function.
- The theorem is foundational for inverse-problem studies in statistical mechanics.
- Quantitative scrutiny of the theorem's practical utility is limited.
Purpose of the Study:
- To quantitatively assess the sensitivity and practicality of Henderson's theorem.
- To identify conditions where the theorem's uniqueness claim may fail.
- To explore the implications for inverse-problem solutions in statistical mechanics.
Main Methods:
- Development and application of sensitivity metrics.
- Analysis of pair correlation functions and structure factors.
- Theoretical extension of Henderson's theorem.
Main Results:
- Henderson's theorem exhibits practical shortcomings for certain densities and temperatures in both disordered and ordered phases.
- Distinct potential functions can produce nearly identical pair correlation functions and structure factors within their correlation lengths.
- Ambiguity arises in inverse problems relying solely on pair information due to limited range and precision.
- Systems with similar pair statistics can exhibit different higher-order correlations and dynamics.
Conclusions:
- Caution is advised when claiming uniqueness for effective pair potentials derived from inverse problems.
- The theorem's practical applicability is constrained by data limitations.
- A generalized Henderson's theorem is proven, extending uniqueness to multi-body interactions.
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