There are a few techniques you may do to treat these bothersome muscle pains if you are sore from strength training or running, such as engaging in active recovery activities, such as, stretching, yoga, swimming, rowing or walking, foam rolling, sauna applying ice to the afflicted muscles for a short period of time, or massaging them.