Transforming a rare event search into a not-so-rare event search in real-time with deep learning-based object detection

Autor: Schueler, J., Araújo, H. M., Balashov, S. N., Borg, J. E., Brew, C., Brunbauer, F. M., Cazzaniga, C., Cottle, A., Frost, C. D., Garcia, F., Hunt, D., Kaboth, A. C., Kastriotou, M., Katsioulas, I., Khazov, A., Knights, P., Kraus, H., Kudryavtsev, V. A., Lilley, S., Lindote, A., Lisowska, M., Loomba, D., Lopes, M. I., Asamar, E. Lopez, Dapica, P. Luna, Majewski, P. A., Marley, T., McCabe, C., Millins, L., Mills, A. F., Nakhostin, M., Nandakumar, R., Neep, T., Neves, F., Nikolopoulos, K., Oliveri, E., Ropelewski, L., Solovov, V. N., Sumner, T. J., Tarrant, J., Tilly, E., Turnley, R., Veenhof, R.

Deep learning-based object detection algorithms enable the simultaneous classification and localization of any number of objects in image data. Many of these algorithms are capable of operating in real-time on high resolution images, attributing to t

Externí odkaz: http://arxiv.org/abs/2406.07538

Multiple Coulomb Scattering of muons in Lithium Hydride

Autor: Bogomilov, M., Tsenov, R., Vankova-Kirilova, G., Song, Y. P., Tang, J. Y., Li, Z. H., Bertoni, R., Bonesini, M., Chignoli, F., Mazza, R., Palladino, V., de Bari, A., Orestano, D., Tortora, L., Kuno, Y., Sakamoto, H., Sato, A., Ishimoto, S., Chung, M., Sung, C. K., Filthaut, F., Fedorov, M., Jokovic, D., Maletic, D., Savic, M., Jovancevic, N., Nikolov, J., Vretenar, M., Ramberger, S., Asfandiyarov, R., Blondel, A., Drielsma, F., Karadzhov, Y., Charnley, G., Collomb, N., Dumbell, K., Gallagher, A., Grant, A., Griffiths, S., Hartnett, T., Martlew, B., Moss, A., Muir, A., Mullacrane, I., Oates, A., Owens, P., Stokes, G., Warburton, P., White, C., Adams, D., Bayliss, V., Boehm, J., Bradshaw, T. W., Brown, C., Courthold, M., Govans, J., Hills, M., Lagrange, J. -B., Macwaters, C., Nichols, A., Preece, R., Ricciardi, S., Rogers, C., Stanley, T., Tarrant, J., Tucker, M., Watson, S., Wilson, A., Bayes, R., Nugent, J. C., Soler, F. J. P., Gamet, R., Cooke, P., Blackmore, V. J., Colling, D., Dobbs, A., Dornan, P., Franchini, P., Hunt, C., Jurj, P. B., Kurup, A., Long, K., Martyniak, J., Middleton, S., Pasternak, J., Uchida, M. A., Cobb, J. H., Booth, C. N., Hodgson, P., Langlands, J., Overton, E., Pec, V., Smith, P. J., Wilbur, S., Chatzitheodoridis, G. T., Dick, A. J., Ronald, K., Whyte, C. G., Young, A. R., Boyd, S., Greis, J. R., Lord, T., Pidcott, C., Taylor, I., Ellis, M., Gardener, R. B. S., Kyberd, P., Nebrensky, J. J., Palmer, M., Witte, H., Adey, D., Bross, A. D., Bowring, D., Hanlet, P., Liu, A., Neuffer, D., Popovic, M., Rubinov, P., DeMello, A., Gourlay, S., Lambert, A., Li, D., Luo, T., Prestemon, S., Virostek, S., Freemire, B., Kaplan, D. M., Mohayai, T. A., Rajaram, D., Snopok, P., Torun, Y., Cremaldi, L. M., Sanders, D. A., Summers, D. J., Coney, L. R., Hanson, G. G., Heidt, C.

Multiple Coulomb Scattering (MCS) is a well known phenomenon occurring when charged particles traverse materials. Measurements of muons traversing low $Z$ materials made in the MuScat experiment showed that theoretical models and simulation codes, su

Externí odkaz: http://arxiv.org/abs/2209.10251

Performance of the MICE diagnostic system

Autor: The MICE collaboration, Bogomilov, M., Tsenov, R., Vankova-Kirilova, G., Song, Y. P., Tang, J. Y., Li, Z. H., Bertoni, R., Bonesini, M., Chignoli, F., Mazza, R., Palladino, V., de Bari, A., Orestano, D., Tortora, L., Kuno, Y., Sakamoto, H., Sato, A., Ishimoto, S., Chung, M., Sung, C. K., Filthaut, F., Fedorov, M., Jokovic, D., Maletic, D., Savic, M., Jovancevic, N., Nikolov, J., Vretenar, M., Ramberger, S., Asfandiyarov, R., Blondel, A., Drielsma, F., Karadzhov, Y., Charnley, G., Collomb, N., Dumbell, K., Gallagher, A., Grant, A., Griffiths, S., Hartnett, T., Martlew, B., Moss, A., Muir, A., Mullacrane, I., Oates, A., Owens, P., Stokes, G., Warburton, P., White, C., Adams, D., Bayliss, V., Boehm, J., Bradshaw, T. W., Brown, C., Courthold, M., Govans, J., Hills, M., Lagrange, J. -B., Macwaters, C., Nichols, A., Preece, R., Ricciardi, S., Rogers, C., Stanley, T., Tarrant, J., Tucker, M., Watson, S., Wilson, A., Bayes, R., Nugent, J. C., Soler, F. J. P., Gamet, R., Cooke, P., Blackmore, V. J., Colling, D., Dobbs, A., Dornan, P., Franchini, P., Hunt, C., Jurj, P. B., Kurup, A., Long, K., Martyniak, J., Middleton, S., Pasternak, J., Uchida, M. A., Cobb, J. H., Booth, C. N., Hodgson, P., Langlands, J., Overton, E., Pec, V., Smith, P. J., Wilbur, S., Chatzitheodoridis, G. T., Dick, A. J., Ronald, K., Whyte, C. G., Young, A. R., Boyd, S., Greis, J. R., Lord, T., Pidcott, C., Taylor, I., Ellis, M., Gardener, R. B. S., Kyberd, P., Nebrensky, J. J., Palmer, M., Witte, H., Adey, D., Bross, A. D., Bowring, D., Hanlet, P., Liu, A., Neuffer, D., Popovic, M., Rubinov, P., DeMello, A., Gourlay, S., Lambert, A., Li, D., Luo, T., Prestemon, S., Virostek, S., Freemire, B., Kaplan, D. M., Mohayai, T. A., Rajaram, D., Snopok, P., Torun, Y., Cremaldi, L. M., Sanders, D. A., Summers, D. J., Coney, L. R., Hanson, G. G., Heidt, C.

Publikováno v: 2021 JINST 16 P08046

Muon beams of low emittance provide the basis for the intense, well-characterised neutrino beams of a neutrino factory and for multi-TeV lepton-antilepton collisions at a muon collider. The international Muon Ionization Cooling Experiment (MICE) has

Externí odkaz: http://arxiv.org/abs/2106.05813

First demonstration of ionization cooling by the Muon Ionization Cooling Experiment

Autor: Bogomilov, M., Tsenov, R., Vankova-Kirilova, G., Song, Y. P., Tang, J. Y., Li, Z. H., Bertoni, R., Bonesini, M., Chignoli, F., Mazza, R., Palladino, V., de Bari, A., Orestano, D., Tortora, L., Kuno, Y., Sakamoto, H., Sato, A., Ishimoto, S., Chung, M., Sung, C. K., Filthaut, F., Jokovic, D., Maletic, D., Savic, M., Jovancevic, N., Nikolov, J., Vretenar, M., Ramberger, S., Asfandiyarov, R., Blondel, A., Drielsma, F., Karadzhov, Y., Charnley, G., Collomb, N., Dumbell, K., Gallagher, A., Grant, A., Griffiths, S., Hartnett, T., Martlew, B., Moss, A., Muir, A., Mullacrane, I., Oates, A., Owens, P., Stokes, G., Warburton, P., White, C., Adams, D., Bayliss, V., Boehm, J., Bradshaw, T. W., Brown, C., Courthold, M., Govans, J., Hills, M., Lagrange, J. -B., Macwaters, C., Nichols, A., Preece, R., Ricciardi, S., Rogers, C., Stanley, T., Tarrant, J., Tucker, M., Watson, S., Wilson, A., Bayes, R., Nugent, J. C., Soler, F. J. P., Gamet, R., Cooke, P., Blackmore, V. J., Colling, D., Dobbs, A., Dornan, P., Franchini, P., Hunt, C., Jurj, P. B., Kurup, A., Long, K., Martyniak, J., Middleton, S., Pasternak, J., Uchida, M. A., Cobb, J. H., Booth, C. N., Hodgson, P., Langlands, J., Overton, E., Pec, V., Smith, P. J., Wilbur, S., Chatzitheodoridis, G. T., Dick, A. J., Ronald, K., Whyte, C. G., Young, A. R., Boyd, S., Greis, J. R., Lord, T., Pidcott, C., Taylor, I., Ellis, M., Gardener, R. B. S., Kyberd, P., Nebrensky, J. J., Palmer, M., Witte, H., Adey, D., Bross, A. D., Bowring, D., Hanlet, P., Liu, A., Neuffer, D., Popovic, M., Rubinov, P., DeMello, A., Gourlay, S., Lambert, A., Li, D., Luo, T., Prestemon, S., Virostek, S., Freemire, B., Kaplan, D. M., Mohayai, T. A., Snopok, P., Torun, Y., Cremaldi, L. M., Sanders, D. A., Summers, D. J., Coney, L. R., Hanson, G. G., Heidt, C.

High-brightness muon beams of energy comparable to those produced by state-of-the-art electron, proton and ion accelerators have yet to be realised. Such beams have the potential to carry the search for new phenomena in lepton-antilepton collisions t

Externí odkaz: http://arxiv.org/abs/1907.08562

Design and expected performance of the MICE demonstration of ionization cooling

Autor: MICE Collaboration, Bogomilov, M., Tsenov, R., Vankova-Kirilova, G., Song, Y., Tang, J., Li, Z., Bertoni, R., Bonesini, M., Chignoli, F., Mazza, R., Palladino, V., de Bari, A., Cecchet, G., Orestano, D., Tortora, L., Kuno, Y., Ishimoto, S., Filthaut, F., Jokovic, D., Maletic, D., Savic, M., Hansen, O. M., Ramberger, S., Vretenar, M., Asfandiyarov, R., Blondel, A., Drielsma, F., Karadzhov, Y., Charnley, G., Collomb, N., Gallagher, A., Grant, A., Griffiths, S., Hartnett, T., Martlew, B., Moss, A., Muir, A., Mullacrane, I., Oates, A., Owens, P., Stokes, G., Tucker, M., Warburton, P., White, C., Adams, D., Anderson, R. J., Barclay, P., Bayliss, V., Boehm, J., Bradshaw, T. W., Courthold, M., Dumbell, K., Francis, V., Fry, L., Hayler, T., Hills, M., Lintern, A., Macwaters, C., Nichols, A., Preece, R., Ricciardi, S., Rogers, C., Stanley, T., Tarrant, J., Wilson, A., Watson, S., Bayes, R., Nugent, J. C., Soler, F. J. P., Gamet, R., Barber, G., Blackmore, V. J., Colling, D., Dobbs, A., Dornan, P., Hunt, C., Kurup, A., Lagrange, J-B., Long, K., Martyniak, J., Middleton, S., Pasternak, J., Uchida, M. A., Cobb, J. H., Lau, W., Booth, C. N., Hodgson, P., Langlands, J., Overton, E., Robinson, M., Smith, P. J., Wilbur, S., Dick, A. J., Ronald, K., Whyte, C. G., Young, A. R., Boyd, S., Franchini, P., Greis, J. R., Pidcott, C., Taylor, I., Gardener, R. B. S., Kyberd, P., Nebrensky, J. J., Palmer, M., Witte, H., Bross, A. D., Bowring, D., Liu, A., Neuffer, D., Popovic, M., Rubinov, P., DeMello, A., Gourlay, S., Li, D., Prestemon, S., Virostek, S., Freemire, B., Hanlet, P., Kaplan, D. M., Mohayai, T. A., Rajaram, D., Snopok, P., Suezaki, V., Torun, Y., Onel, Y., Cremaldi, L. M., Sanders, D. A., Summers, D. J., Hanson, G. G., Heidt, C.

Publikováno v: Phys. Rev. Accel. Beams 20, 063501 (2017)

Muon beams of low emittance provide the basis for the intense, well-characterised neutrino beams necessary to elucidate the physics of flavour at a neutrino factory and to provide lepton-antilepton collisions at energies of up to several TeV at a muo

Externí odkaz: http://arxiv.org/abs/1701.06403