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New study bridges the worlds of classical and quantum physics | MIT News

by Chief Editor April 21, 2026
written by Chief Editor

The Mathematical Bridge Between Two Worlds

For decades, physics has been split into two distinct realms: the classical world of everyday objects and the quantum world of the subatomic. When you throw a ball, classical physics predicts its path with absolute precision. However, once you shrink that ball to the size of an atom, those rules break down, giving way to the nonintuitive behaviors of quantum mechanics.

Recent breakthroughs from MIT scientists are changing this narrative. Researchers have demonstrated that mathematical ideas from classical physics can actually describe the “weird” behavior of the quantum scale. By building an exact mathematical bridge, they have shown that the subatomic world might be less mysterious than we once thought.

Did you know? The Schrödinger equation is the primary description of quantum mechanics, while the Hamilton-Jacobi equation is a staple of classical physics. MIT researchers have found these two are actually identical when a suitable computation of density is applied.

From Throwing Balls to Subatomic Particles

At the heart of this discovery is a classical concept known as “least action.” In everyday physics, the Hamilton-Jacobi equation represents an object’s motion as a way of minimizing “action.” Action is defined as the sum over time of the difference between an object’s kinetic energy (energy of motion) and its potential energy (stored energy).

From Throwing Balls to Subatomic Particles
Quantum Hamilton Jacobi

Essentially, a ball traveling from point A to point B doesn’t just wander randomly; it follows a path where this overall difference is minimized at every single point. While this explains a falling ball perfectly, it was long thought that such classical tools were useless for the quantum world.

Simplifying the “Weirdness” of Quantum Mechanics

One of the most famous hurdles in physics is the double-slit experiment. For years, physicists tried to utilize classical tools to explain it, but they could only manage approximations. Even the renowned physicist Richard Feynman suggested that one would have to calculate an infinite number of “zigzag” paths a photon could accept to reach a result.

MIT professors Jean-Jacques Slotine and Lohmiller realized they could tweak the classical approach. While classical physics usually assumes a single path, quantum mechanics allows for superposition—where an object takes multiple paths and states simultaneously.

By adapting the Hamilton-Jacobi equation to include “density”—a concept borrowed from fluid dynamics—the team found they didn’t need infinite paths. Instead, they only needed to consider a small number of “least action” classical paths to produce the exact same results as the Schrödinger equation.

Pro Tip: Believe of “density” like a garden hose spraying a wall. Most water hits the center (high probability), while some droplets scatter to the sides. This distribution allows researchers to compute the probability of a quantum particle’s path using classical fluid dynamics logic.

Beyond the Double-Slit: Quantum Tunneling

This fresh formulation isn’t limited to a single experiment. The team has shown that this classical approach can also solve textbook quantum-mechanical scenarios such as quantum tunneling. This proves that the bridge between the classical and quantum worlds is robust and mathematically sound.

View this post on Instagram about Quantum, Slotine
From Instagram — related to Quantum, Slotine

this doesn’t mean quantum mechanics is “wrong.” Rather, as Professor Slotine emphasizes, it is a different, simpler way to compute the same results using well-known classical tools.

Future Horizons: Quantum Computing and Beyond

The ability to characterize quantum behavior with simple classical tools opens the door to several transformative trends in science and technology.

Revolutionizing Quantum Computing

Quantum bits (qubits) often involve nonlinear energies that physicists currently have to approximate. This new mathematical bridge could provide a more precise and simpler method to predict how these quantum systems and devices will perform, potentially accelerating the development of stable quantum computers.

Unifying Physics and General Relativity

One of the greatest challenges in modern science is reconciling quantum physics with general relativity. By providing a classical formulation of quantum behavior, this research may offer new insights into problems that involve both scales of physics, potentially leading to a deeper understanding of the universe’s fundamental laws.

World’s Most Impressive Bridges 🌉 | Impossible Engineering | Science Channel

For more on the quest to understand the universe, explore the mysteries behind the birth of the universe or read about experiments proving gravity is quantum.

Frequently Asked Questions

Does this mean quantum mechanics is incorrect?

No. The researchers are not suggesting that quantum mechanics is wrong, but rather providing a different mathematical way to compute the same results using classical ideas.

Does this mean quantum mechanics is incorrect?
Quantum Computing

What is the “principle of least action”?

It is a classical physics principle stating that the actual path an object takes between two points is the one where a quantity called “action” (the difference between kinetic and potential energy) is minimized.

How does this assist quantum computing?

It may allow scientists to better characterize and predict the performance of quantum bits, which currently rely on complex approximations of nonlinear energies.

What do you think about the blurring line between classical and quantum physics? Could this lead to a “Theory of Everything”? Let us know your thoughts in the comments below or subscribe to our newsletter for more deep dives into cutting-edge science!

April 21, 2026 0 comments
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News

Have a damaged painting? Restore it in just hours with an AI-generated “mask” | MIT News

by Chief Editor June 11, 2025
written by Chief Editor

The Future of Art Restoration: A Technological Renaissance

For centuries, the delicate dance of art restoration has relied on the meticulous skill of human hands. But as technology gallops forward, a new era is dawning. This article delves into the groundbreaking advancements transforming how we preserve and experience art, and what the future holds for conservators, art enthusiasts, and museums worldwide. It explores the confluence of art and technology and how it’s reshaping art restoration.

Digital Meets Physical: A Revolutionary Approach

The core of this transformation lies in the ability to digitally represent and then physically restore damaged artwork. As highlighted by the research of MIT graduate student Alex Kachkine, featured in *Nature*, it involves printing ultra-thin, removable polymer films that precisely match digital restoration models. This innovative approach allows for the direct application of digital enhancements onto original artworks, a feat previously unimaginable.

The implications are profound. Consider the limitations of traditional methods. Hand-painting in tiny regions takes months or even years, and requires a significant amount of money. But, with this new method, a 15th-century painting with over 5,600 individual repair areas was restored in a mere 3.5 hours. That is 66 times faster than traditional restoration methods.

This is not just about speed. Kachkine’s method leaves a digital record of every alteration, a priceless asset for future conservators. Digital records allow for the transparent tracking of every decision and detail, ensuring the preservation of history.

Read the full paper on Nature

Key Technologies Driving Change

Several technologies are converging to make this art restoration revolution possible:

  • Computer Vision and Image Recognition: Sophisticated algorithms analyze artwork, identifying areas of damage and predicting their original appearance.
  • AI-Powered Color Matching: Artificial intelligence algorithms learn connections within visual data that are able to generate a digitally restored version of a particular painting, in a way that closely resembles the style of an artist or time period.
  • Precision Printing: High-fidelity inkjet technology produces incredibly thin, multi-layered masks that replicate color and form with astonishing accuracy.
  • Advanced Materials: Removable, conservation-grade polymers allow the masks to be easily applied and removed, ensuring the original work’s integrity.

These advancements are not just theoretical. They are being actively implemented and refined, showing the power of technology to bridge the gap between the digital and physical worlds of art.

The Ethical Considerations in Art Restoration

As with all technologies, there are ethical considerations to take into account when restoring art. Should the restored version attempt to fully restore the original intent of the artist? Or should it show the signs of aging?

As highlighted by the Kachkine’s work, any restoration using these new methods must be guided by the expertise of conservators and a clear understanding of an artwork’s origins and history.

Pro Tip: Always involve art historians and conservators to guide and oversee the restoration process. This ensures that the spirit of the original artwork is preserved.

Future Trends: What to Expect

The future of art restoration is bright, with several exciting trends emerging:

  • Increased Accessibility: More damaged art will be restored and available for public viewing, both physically and virtually.
  • Refined Techniques: Restoration processes will become more precise, faster, and more cost-effective.
  • Wider Adoption: Museums, galleries, and private collectors will increasingly embrace these technologies.
  • Virtual Reality and Augmented Reality: VR and AR will play a bigger role in viewing art. Viewers can see art as it looked at the time it was made or interact with it.

These trends highlight the evolving relationship between art, technology, and preservation.

FAQ: Frequently Asked Questions

Here are answers to the most common questions about this topic:

How does the new restoration method work?
It involves creating a digital restoration, generating a physical mask, and applying the mask to the original artwork.
What are the main advantages of this method?
Speed, precision, and the ability to create a detailed record of restoration efforts.
Are there any ethical considerations?
Yes, including ensuring the restored work reflects the artist’s original style and intent, and this requires constant consultation with art historians and conservators.
What are the primary technologies being used?
Computer vision, AI-powered color matching, and precision printing.

The convergence of technology and art conservation offers a new way to protect the legacy of our past. This new approach enables conservators to bring more art to the public, and the benefits of this technology will continue to be realized in the years to come.

Did you know? Many art restoration projects are funded through grants.

If you are interested in learning more about the role of technology in art, you can check out our other articles on the role of AI in art history or the use of robotics in art.

Want to stay informed? Subscribe to our newsletter to receive updates on the latest innovations in art and technology! Share your thoughts below!

June 11, 2025 0 comments
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