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“The idea is that the BPM would increase for both as you got better and progressed in the app.”

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“As a beginner, you would be around 120 beats-per-minute as a swift walking pace, and 150 BPM as a running pace,” she says. She specifically looked for songs to mimic the pacing of walking and running.

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Jujara, who recently began working as an associate software engineer at Moody’s Analytics in San Francisco, handled the music generation by programming through Spotify’s backend. The goal is for every step to fall in time with the notes. Solemate doubles down on the distraction tactic by subconsciously challenging runners to match the pace of individual songs beat for beat. The study’s author, Costas Karageorghis, calls listening to upbeat music while exercising “legal doping” in his book Applying Music in Exercise and Sport because it increases brain activity and focus which leads to faster and longer effort with less perceived exertion.Īt the end of a run, the Solemate app will generate a chart showing how close the user's running pace matched a song's beats per minute (BPM). According to a 2016 study out of Brunel University in London, listening to music while running can increase performance by 15 percent. Running to music might not seem groundbreaking but its benefits have only recently been measured. In basic terms: you run to fast songs, you walk to slow(er) songs. But unlike C25K’s voice commands-a robotic shout of “Run!” then “Walk!”-Solemate sets the pace through music. Similar to the popular Couch-to-5K ( C25K) app, Solemate helps people learn to run better/for longer distances by instructing users when to walk and when to jog. Program with a bachelor’s in computer engineering and web design, and master’s in engineering management and leadership. “It integrates Spotify to curate a running experience mainly targeted at beginner runners,” says Song, who’s pursuing a five-year, combined B.S./M.S. The result was Solemate, a mobile app that enhances the running experience through music. ’20 and Arshi Jujara ’19 to create something that would get them moving through more melodic means for their senior design project for Santa Clara’s School of Engineering.įrom left, Sam Lee, Sam Song, and Arshi Jujara created the running coaching app Solemate for their Senior Design Project.

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“We thought that using music to guide the runner instead would be more persuasive.” They talk you through it, which isn’t really motivating to get you to start running,” she says. “A lot of the running training apps on the market right now are pretty invasive or super coachy. ’20 wants to run more but doesn’t want it to feel like a chore. With new modalities and new scientific questions, DMPK will continue to evolve, with the likes of new in vitro, in vivo and in silico models becoming central to candidate selection and progression.ĭMPK Drug Development Future Perspective Innovation Regulators.Tired of running apps yelling at you to “stop” and “start”? These SCU Engineering majors have a solution-and a song-for that. Examples and case studies spanning novel in vitro alternatives such as organ-on-a-chip (OOAC) developments use of in vivo microsampling across small and large animal species to how challenging historical paradigms in Absorption, Distribution, Metabolism and Excretion (ADME) studies and embracing new technologies to address regulatory concerns, are presented.The continual pace of change has kept DMPK at the core of pharmaceutical, crop and chemical evaluation, and this is set to continue as regulators use this discipline to inform decision making. Stand still and fall behind as the saying goes, and these analogies are true as much in the design and conduct of DMPK studies as they are in technology and manufacturing sectors.This short review showcases the impact that DMPK has had on drug development and how it has changed in the last 10 years, illustrating the value added scientific benefit, cost and time saving, that innovative DMPK program design and study conduct have. As the Space Race or Formula 1 drives innovation, efficiency and progress in home technology and home car markets, so Drug Metabolism and Pharmacokinetics (DMPK) drives scientific innovation and value for drug development companies.














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