Simulating physics: the current status of lattice field theories

In summary, David Tong discussed the challenges of simulating quantum field theories, specifically fermionic fields on lattices. He mentioned the Nielsen-Ninomiya theorem which states that it is impossible to simulate a lattice fermionic field with local, Hermitian, and translation-invariant properties without introducing extra fermions. The most commonly used method for simulating lattice field theory is the Wilson fermions, which requires fine tuning. However, the issue of fermion doubling is not a problem as long as the simulations produce accurate long-range correlation functions.
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ErikZorkin
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I recently watched this video by David Tong on computer simulation of quantum fields on lattices, fermionic fields in particular. He said it was impossible to simulate a fermionic field on a lattice so that the action be local, Hermitian and translation-invariant unless extra fermions get introduced. This is known as the Nielsen–Ninomiya theorem.
David Tong mentioned that simulating physics (to be precise, quantum field theories) remains one the most challenging problems of physics and just a handful of people are currently working on it.

Question: what is currently the most accepted method of simulating a lattice field theory? In particular, what conditions of the said theorem does the Susskind's staggered fermion model discard and what is the physical implications?
 
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ErikZorkin said:
He said it was impossible to simulate a fermionic field on a lattice so that the action be local, Hermitian and translation-invariant unless extra fermions get introduced. This is known as the Nielsen–Ninomiya theorem.
I don't think that's exactly true. What is impossible is to make the action chiral, but locality and hermiticity should not be a problem. Translation invariance is violated on lattice by definition, I think no one even tries to avoid it. My favored method for dealing with the problem of lattice fermions is the Wilson fermions, which requires fine tuning but I don't think it's such a big problem.

For more details see also Tong's lectures https://www.damtp.cam.ac.uk/user/tong/gaugetheory.html Sec. 4.
 
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Thanks for the pointers. I enjoy Tong's videos, but I find the particular emphasis on the Nielsen-Ninomiya theorem misplaced. I don't consider any fields of the Standard Model fundamental; the Standard Model is an effective field theory sharing "long" wavelength features with the true theory (which we do not yet have). There's no problem at all with Fermion doubling, since the lattice itself is an approximation. All that matters is that the numerical simulations produce reasonable "long" range correlation functions.
 
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FAQ: Simulating physics: the current status of lattice field theories

What are lattice field theories?

Lattice field theories are a framework used in theoretical physics to study quantum field theories by discretizing spacetime into a finite lattice. This approach allows for non-perturbative calculations and simulations of particle interactions, making it particularly useful for understanding strong interactions in quantum chromodynamics (QCD).

How do lattice simulations work?

Lattice simulations involve creating a grid (or lattice) of points in spacetime where fields are defined. The dynamics of these fields are governed by a discretized version of the action, which is then used to calculate observables through numerical methods such as Monte Carlo simulations. By sampling configurations of the fields, physicists can extract physical quantities like masses, decay rates, and correlation functions.

What are the challenges associated with lattice simulations?

One of the main challenges is the computational cost, as lattice simulations require significant resources to achieve high precision, especially for large lattices and fine discretizations. Additionally, dealing with the sign problem in certain theories can complicate simulations, making it difficult to obtain reliable results. Furthermore, ensuring that results are independent of the lattice spacing and volume requires careful analysis.

What advancements have been made in lattice field theory simulations recently?

Recent advancements include improved algorithms, such as the development of more efficient Monte Carlo methods and machine learning techniques to optimize sampling. Additionally, there has been progress in using larger and more sophisticated supercomputers, allowing for simulations at finer lattice spacings and larger volumes. These improvements have led to more accurate results and a better understanding of fundamental particles and their interactions.

What is the significance of lattice field theories in modern physics?

Lattice field theories play a crucial role in modern physics as they provide a non-perturbative tool for studying strongly interacting systems, particularly in QCD. They help bridge the gap between theoretical predictions and experimental results, enabling physicists to explore phenomena such as confinement and the mass spectrum of hadrons. Furthermore, insights gained from lattice simulations can inform our understanding of beyond-standard-model physics and cosmology.

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