PRESS-NEWS.org - Press Release Distribution
PRESS RELEASES DISTRIBUTION

Postdoc takes multipronged approach to muon detection

2024 JSA Postdoctoral Prize Winner Debaditya Biswas will combine different particle identification methods with machine learning to detect muons hidden in a sea of pions

Postdoc takes multipronged approach to muon detection
2024-09-06
(Press-News.org) NEWPORT NEWS, VA – When Debaditya Biswas was a high school student in India, his math teacher, Dr. Satyabrata Das, sparked his interest in physics.

“Before I joined his class, I was really not sure what I was going to do in life,” said Biswas, a postdoctoral research associate at Virginia Tech. “He revealed the beauty of science to me.”

Now, as the 2024 Jefferson Science Associates (JSA) Postdoctoral Prize winner, Biswas hopes to reveal a new method for the U.S. Department of Energy's Thomas Jefferson National Accelerator Facility to detect muons.

By themselves, muons aren’t actually that difficult for physicists to detect. They are a type of elementary particle that’s like a cousin to the electron. Some of the simplest detectors made are used routinely to detect muons in the cosmic radiation that streams through Earth’s atmosphere.

However, in the context Biswas is interested in, muons are much trickier to parse.

This context is a reaction known as double deeply virtual Compton scattering (DDVCS). In this reaction, an electron hits a proton target, and the end products are either a pair of electrons or a pair of muons. Detecting these particle pairs will tell scientists more about the internal structure of protons and neutrons, the building blocks of ordinary matter.

But to be able to study DDVCS with Jefferson Lab’s Continuous Electron Beam Accelerator Facility (CEBAF), Biswas will first have to figure out how to sift out muons from a sea of pions.

The pion problem

During these types of experiments, physicists can’t control which reactions occur between the electron and proton target. Many reactions other than DDVCS will take place, producing a huge background of pions, another type of particle.

“This pion background is the biggest obstacle to muon detection,” Biswas said.

Because of this pesky pion background, it would be simpler to study DDVCS by detecting the electron pairs that this reaction produces. It comes down to mass. Muons and pions have more similar masses; electrons and pions have less similar masses. This makes it easier for Hall C detectors to distinguish electrons and pions.

Unfortunately, this easier electron route isn’t an option at Jefferson Lab because there’s no way to tell apart CEBAF’s beam electrons from the signal electrons produced through DDVCS. So, to study this reaction, the lab’s researchers will have to traverse the trickier muon route. For his prize-winning project, “Detection of Muons for Studying Double Deeply Virtual Compton Scattering (DDVCS) in Hall C, JLab,” Biswas will figure out how to pick muons out of the pion background for future DDVCS experiments at Jefferson Lab.

The Jefferson Lab Users Organization (JLUO) Board of Directors has awarded the JSA Postdoctoral Prize since 2008. The group represents the scientists who come to Jefferson Lab to conduct research with its unique facilities, including the DOE user facility, CEBAF. The board judges each applicant on their record of accomplishment in physics, proposed use of the research grant, and the likelihood of further accomplishments in the Jefferson Lab research fields.

“It feels great. Of course, recognition feels good, but the main point is that my proposal got reviewed by many other peers in the field. It makes me feel like people see some value in my ideas. I think that’s the most important part for me,” Biswas said.

The grant is funded by the JSA Initiatives Fund program, which JSA provides to support programs, initiatives and activities that further the scientific outreach, and promote the science, education and technology missions of Jefferson Lab and benefit the laboratory’s user community.

A myriad of methods

Biswas plans to tackle muon detection from different angles to see which method, or methods, will work best.

“Because it’s a complicated process, I don’t predict one method will work by itself,” he said. “That’s why I want to bring different available methods together and see what works.”

Biswas will first simulate all possible reactions between the beam electrons and the proton target to understand which processes contribute to the pion background. Then, he’ll simulate and assess the viability of various techniques.

The first method he’ll test is a traditional particle identification method known as particle identification (PID), which has been used in Jefferson Lab’s Hall C for many experiments. PID can differentiate between electrons and pions, but Biswas is not sure if it will successfully detect muons by itself.

That’s why he’s also going to try another technique called pulse shape discrimination (PSD). PSD separates particles based on measuring details of the radiation signal they give off at the billionth of a second level. PSD can be cleaner than other PID methods, meaning less of the desired signal is discarded with the background. There’s no guarantee PSD will work in this context, though; it’s typically employed in lower energy experiments than those at Jefferson Lab and has not yet been tested in Hall C.

Biswas plans to supplement PID and PSD with machine learning techniques, but only time will tell if these methods will work on their own or in tandem to detect muons. The methods that do work will eventually be implemented in a muon detector prototype, which could aid experiments beyond DDVCS.

“If we can figure out muon detection in Hall C, it might be helpful for other experiments that want to detect muons,” Biswas said.

His findings may be applicable to forthcoming Electron-Ion Collider (EIC) experiments that are also on the hunt for muons.

“Whatever the findings are, we might extrapolate it to the EIC to determine if it will need a dedicated muon detector or if the existing detectors will do,” he said.

During this project, Biswas will work with Marie Boër at Virginia Tech, as well as Brad Sawatzky and Dave Gaskell at Jefferson Lab. As an undergraduate student, Keagan Bell from Virginia Tech helped Biswas lay the foundation for this project. Bell will continue working with Biswas.

Biswas plans to use the $10,000 JSA Postdoc Prize money to send Bell and himself to conferences to present their results, invest in computational facilities for their simulations, and organize a workshop focused on the detection of muons in medium energy and DDVCS experiments.

“I want to bring together experts from different labs and with diverse expertise so that we can share our results and discuss,” Biswas said.

He hopes uniting all these different people—and techniques—will make muon detection and the study of DDVCS possible at Jefferson Lab.

By Chris Patrick

-end-

Jefferson Science Associates, LLC, manages and operates the Thomas Jefferson National Accelerator Facility, or Jefferson Lab, for the U.S. Department of Energy's Office of Science. JSA is a wholly owned subsidiary of the Southeastern Universities Research Association, Inc. (SURA).

DOE’s Office of Science is the single largest supporter of basic research in the physical sciences in the United States and is working to address some of the most pressing challenges of our time. For more information, visit https://energy.gov/science

END


[Attachments] See images for this press release:
Postdoc takes multipronged approach to muon detection Postdoc takes multipronged approach to muon detection 2

ELSE PRESS RELEASES FROM THIS DATE:

Mathematical proof: Five satellites needed for precise navigation

2024-09-06
As a rule, GPS indicates our location with an accuracy of just a few meters. But we have all experienced situations where the possible error increases to a few hundred meters or the indicated location is simply wrong. One reason for this can be the small number of satellites with line-of-sight contact to the navigation device or unfavorable relative alignment of the satellites. How does GPS work? GPS satellites are equipped with an extremely accurate atomic clock and know their positions at all times. They continually transmit the time and their location using radio waves. A mobile phone ...

Scalable, multi-functional device lays groundwork for advanced quantum applications

Scalable, multi-functional device lays groundwork for advanced quantum applications
2024-09-06
Researchers have demonstrated a new multi-functional device that could help advance the scalability of solid-state color centers, enabling them to be used in larger and more complex quantum computers and networks. As efficient photon-spin interfaces, solid-state color centers are promising candidates for qubit nodes — essential units for storing and processing quantum information. Solid-state color centers are point defects that can absorb and emit light at specific wavelengths. To be useful in real-world quantum applications, they must be optically addressable in a fast and controllable manner while also allowing ...

Falling for financial scams? It may signal early Alzheimer’s disease

2024-09-06
Older adults who are more vulnerable to financial scams may have brain changes linked to a higher risk of Alzheimer’s disease, according to a first-of-its-kind study led by researchers at the USC Dornsife College of Letters, Arts and Sciences. Nearly 7 million Americans are living with Alzheimer’s disease, the fifth leading cause of death among those 65 and older. The disease will carry an estimated $360 billion in health care costs this year alone, according to the Alzheimer’s Association.  Researchers led by Duke Han, professor ...

Integrating MRI and OCT for new insights into brain microstructure

Integrating MRI and OCT for new insights into brain microstructure
2024-09-06
In a new study, researchers compared the orientations of nerve fibers in a human brainstem using two advanced imaging techniques: diffusion magnetic resonance imaging (dMRI)-based tractography and polarization sensitive optical coherence tomography (PS-OCT). The findings could aid in combining these techniques, which each offer unique advantages, to advance our understanding of the brain’s microstructure and help inform new techniques for early diagnosis of various brain disorders. Isabella Aguilera-Cuenca from ...

Designing a normative neuroimaging library to support diagnosis of traumatic brain injury

Designing a normative neuroimaging library to support diagnosis of traumatic brain injury
2024-09-06
With recent advances in neuroimaging, moving from qualitative to quantitative outputs, an understanding is needed of what normal data look like to be able to apply these advances to diagnosis and outcomes prediction in traumatic brain injury (TBI). A new article in the peer-reviewed Journal of Neurotrauma introduces the large Normative Neuroimaging Library (NLL) to the research community. Click here to read the article now. The American College of Radiology and Cohen Veterans Bioscience created a reference ...

Department of Energy announces $68 million in funding for artificial intelligence for scientific research

2024-09-06
WASHINGTON, D.C. - The use of Artificial Intelligence (AI) in scientific research is a top priority at the Department of Energy (DOE), which today announced $68 million in funding for 11 multi-institution projects, comprising 43 awards. The funded projects will develop new ways to create foundation models, which are machine learning or deep learning models that can be used across a wide range of applications because they’re trained on broad data. Foundation models are a key building block of AI. Those models will be used in computational science, to automate workflow in laboratories, to accelerate scientific programming, and much more. The possibilities ...

DOE, ORNL announce opportunity to define future of high-performance computing

2024-09-06
The Department of Energy’s (DOE) Office of Science today announced a new research and development opportunity led by Oak Ridge National Laboratory (ORNL) to advance technologies and drive new capabilities for future supercomputers. This industry research program worth $23 million, called New Frontiers, will initiate partnerships with multiple companies to accelerate the R&D of critical technologies with renewed emphasis on energy efficiency for the next generation of post-exascale computing in the 2029 and beyond time frame. “There is a growing consensus that urgent action is needed to address an array of bottlenecks ...

Molecular simulations, supercomputing lead to energy-saving biomaterials breakthrough

2024-09-06
A team led by scientists at the Department of Energy’s Oak Ridge National Laboratory identified and successfully demonstrated a new method to process a plant-based material called nanocellulose that reduced energy needs by a whopping 21%. The approach was discovered using molecular simulations run on the lab’s supercomputers, followed by pilot testing and analysis.  The method, leveraging a solvent of sodium hydroxide and urea in water, can significantly lower the production cost of nanocellulosic fiber — a strong, lightweight biomaterial ideal as a ...

Low-impact yoga and exercise found to help older women manage urinary incontinence

2024-09-06
Older women struggling with urinary incontinence can benefit from regular, low-impact exercise, with yoga as well as stretching and strengthening showing benefits in a new study published Aug. 27 in Annals of Internal Medicine. The research, led by scientists at Stanford Medicine and the University of California, San Francisco, is part of a larger effort to identify low-risk, low-cost ways to treat one of the most common health problems women face as they age. After 12 weeks of a low-impact yoga program, study participants had about 65% fewer episodes of incontinence. Women in a control group doing stretching and strengthening exercises ...

Genetic studies reveal new insights into cognitive impairment in schizophrenia

2024-09-06
In a comprehensive review of recent genetic and population studies, published in the peer-reviewed medical journal Genomic Psychiatry (Genomic Press, New York), Professors Michael Owen and Michael O'Donovan of Cardiff University's Centre for Neuropsychiatric Genetics and Genomics present evidence that challenges conventional wisdom about cognitive deficits in schizophrenia. Their analysis reveals that premorbid cognitive impairment – lower IQ and other cognitive deficits present before the onset of psychosis – is largely explained by non-familial factors rather than by the same inherited genetic variants that ...

LAST 30 PRESS RELEASES:

Urgent conservation efforts needed: Small population size and possible extirpation of the threatened malagasy poison frog Mantella cowanii

American Academy of Sleep Medicine Foundation and Restless Legs Syndrome Foundation co-fund RLS research

Vital language sites in brain act like connectors in a social network

Astronomers detect black hole ‘starving’ its host galaxy to death

Is CREME AI’s answer to CRISPR?

Interrelated social factors may affect cardiovascular health in Asian American subgroups

New insights into DNA organization during embryonic development

Socioeconomic inequality linked to increased risk of age-related macular degeneration

Cow slime can help disc herniation patients after surgery

1 in 5 parents worry their elementary and middle school aged kids don’t have friends

AI-based tool reduces risk of death in hospitalized patients

Replacing ultra-processed foods in diet reduces type 2 diabetes risk

High-Dose vitamin D3 does not provide benefit for metastatic colorectal cancer

Long-term metastatic melanoma survival dramatically improves on immunotherapy

Contrail avoidance is less likely to damage climate by mistake than previously thought

Breast cancer research: New studies show how post-treatment lifestyle choices shape long-term outcomes after diagnosis

New meta-analysis shows that hormone therapy can significantly reduce insulin resistance

Genomics reveals sled dogs’ Siberian lineage

ESMO: Combination therapy reduced agitated delirium in patients with advanced cancers

SOPHiA GENETICS presents ground-breaking multimodal research on AI-driven patient stratification at ESMO 2024

Mitochondria at the crossroads of cholestatic liver injury: Targeting novel therapeutic avenues

Scientists reveal new design for cells turning carbon dioxide into a green fuel

Paying attention to errors can improve fused remote monitoring of lakes, researchers say

Using training model to map planted and natural forests via satellite image

Illinois Institute of Technology Architecture Programs earn National Sustainability Designation from U.S. Department of Energy

Rice research could make weird AI images a thing of the past

NIH awards establish pandemic preparedness research network

$3.9 million grant accelerates UVA professor's efforts to detect Alzheimer’s early

Flowers use adjustable ‘paint by numbers’ petal designs to attract pollinators

Men behind the wheel: Three times more violations and accidents than women

[Press-News.org] Postdoc takes multipronged approach to muon detection
2024 JSA Postdoctoral Prize Winner Debaditya Biswas will combine different particle identification methods with machine learning to detect muons hidden in a sea of pions